Self-Regulatory Organizations; The Options Clearing Corporation; Notice of Filing of Advance Notice Related to The Options Clearing Corporation's Vanilla Option Model and Smoothing Algorithm, 37373-37378 [2019-16312]
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Federal Register / Vol. 84, No. 147 / Wednesday, July 31, 2019 / Notices
SECURITIES AND EXCHANGE
COMMISSION
[Release No. 34–86488; File No. SR–OCC–
2019–804]
Self-Regulatory Organizations; The
Options Clearing Corporation; Notice
of Filing of Advance Notice Related to
The Options Clearing Corporation’s
Vanilla Option Model and Smoothing
Algorithm
July 26, 2019.
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Pursuant to Section 806(e)(1) of Title
VIII of the Dodd-Frank Wall Street
Reform and Consumer Protection Act,
entitled Payment, Clearing and
Settlement Supervision Act of 2010
(‘‘Clearing Supervision Act’’) 1 and Rule
19b–4(n)(1)(i) 2 under the Securities
Exchange Act of 1934 (‘‘Act’’ or
‘‘Exchange Act’’),3 notice is hereby
given that on June 28, 2019, the Options
Clearing Corporation (‘‘OCC’’) filed with
the Securities and Exchange
Commission (‘‘Commission’’) an
advance notice as described in Items I,
II and III below, which Items have been
prepared by OCC. The Commission is
publishing this notice to solicit
comments on the advance notice from
interested persons.
I. Clearing Agency’s Statement of the
Terms of Substance of the Advance
Notice
This advance notice is filed in
connection with proposed changes to
formalize and update OCC’s models for:
(1) Generating theoretical values,
implied volatilities and certain risk
sensitivities for plain vanilla listed
options (‘‘Vanilla Option Model’’) and
(2) estimating fair or ‘‘smoothed’’ prices
of plain vanilla listed options based on
their bid and ask price quotes
(‘‘Smoothing Algorithm’’).
The proposed changes to Chapter 17
(Vanilla Option Model) and Chapter 18
(Smoothing Algorithm) of OCC’s
Margins Methodology are contained in
confidential Exhibits 5A and 5B of the
filing. Material proposed to be added is
marked by underlining and material
proposed to be deleted is marked by
strikethrough text. OCC also has
included backtesting and impact
analysis of the proposed model changes
in confidential Exhibit 3. All terms with
initial capitalization that are not
otherwise defined herein have the same
meaning as set forth in the OCC ByLaws and Rules.4
1 12
U.S.C. 5465(e)(1).
CFR 240.19b–4(n)(1)(i).
3 15 U.S.C. 78a et seq.
4 OCC’s By-Laws and Rules can be found on
OCC’s public website: https://optionsclearing.com/
about/publications/bylaws.jsp.
2 17
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II. Clearing Agency’s Statement of the
Purpose of, and Statutory Basis for, the
Advance Notice
In its filing with the Commission,
OCC included statements concerning
the purpose of and basis for the advance
notice and discussed any comments it
received on the advance notice. The text
of these statements may be examined at
the places specified in Item IV below.
OCC has prepared summaries, set forth
in sections A and B below, of the most
significant aspects of these statements.
(A) Clearing Agency’s Statement on
Comments on the Advance Notice
Received From Members, Participants or
Others
Written comments were not and are
not intended to be solicited with respect
to the proposed change and none have
been received. OCC will notify the
Commission of any written comments
received by OCC.
(B) Advance Notices Filed Pursuant to
Section 806(e) of the Payment, Clearing,
and Settlement Supervision Act
Description of the Proposed Change
OCC’s margin methodology, the
System for Theoretical Analysis and
Numerical Simulations (‘‘STANS’’), is
OCC’s proprietary risk management
system that calculates Clearing Member
margin requirements.5 STANS utilizes
large-scale Monte Carlo simulations to
forecast price and volatility movements
in determining a Clearing Member’s
margin requirement.6 The STANS
margin requirement is calculated at the
portfolio level of Clearing Member legal
entity marginable net positions tier
account (tiers can be customer, firm, or
market marker) and consists of an
estimate of a 99% two-day expected
shortfall (‘‘99% Expected Shortfall’’)
and an add-on for model risk (the
concentration/dependence stress test
charge). The STANS methodology is
used to measure the exposure of
portfolios of options and futures cleared
by OCC and cash instruments in margin
collateral.
STANS margin requirements are
comprised of the sum of several
components, each reflecting a different
aspect of risk. The base component of
the STANS margin requirement for each
account is obtained using a risk measure
known as 99% Expected Shortfall.
Under the 99% Expected Shortfall
calculation, an account has a base
5 See Securities Exchange Act Release No. 53322
(February 15, 2006), 71 FR 9403 (February 23, 2006)
(SR–OCC–2004–20). A detailed description of the
STANS methodology is available at https://
optionsclearing.com/risk-management/margins/.
6 See OCC Rule 601.
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margin excess (deficit) if its positions in
cleared products, plus all existing
collateral—whether of types included in
the Monte Carlo simulation or of types
subjected to traditional ‘‘haircuts’’ —
would have a positive (negative) net
worth after incurring a loss equal to the
average of all losses beyond the 99%
value at risk (or ‘‘VaR’’) point. This base
component is then adjusted by the
addition of a stress test component,
which is obtained from consideration of
the increases in 99% Expected Shortfall
that would arise from market
movements that are especially large
and/or in which various kinds of risk
factors exhibit perfect or zero
correlations in place of their
correlations estimated from historical
data, or from extreme adverse
idiosyncratic movements in individual
risk factors to which the account is
particularly exposed.7
Two primary components of STANS
are the Vanilla Option Model, which is
used to generate theoretical values,
implied volatilities, and certain risk
sensitivities for plain vanilla listed
options, and the Smoothing Algorithm,
which is used to estimate fair prices of
listed option contracts based on their
bid and ask price quotes. OCC’s current
Vanilla Option Model and Smoothing
Algorithm and proposed changes
thereto are discussed in detail below.
Vanilla Option Model
The Vanilla Option Model is OCC’s
model for generating theoretical values,
implied volatilities and certain risk
sensitivities for plain vanilla listed
options.8 The theoretical values
generated by OCC’s Vanilla Option
Model are the estimated values (as
opposed to current market prices) of
plain vanilla options derived from
algorithms that use a series of
predetermined inputs, such as the price
of the stock or index underlying the
option, the option’s exercise price, the
risk-free interest rate, the amount of
time until the option’s expiration and
the volatility of the option. For
European options (including FLEX
options), the Vanilla Option Model
generates theoretical values using a
7 STANS margins may also include other add on
charges, which are considerably smaller than the
base and stress test components, and many of
which affect only a minority of accounts.
8 With respect to the Vanilla Option Model,
‘‘plain vanilla listed options’’ are (1) all listed
vanilla European and American options on equities,
exchange traded funds and exchange traded notes
(collectively, ‘‘ETPs’’), equity indices, futures on
equity indices, currencies or commodities, and (2)
vanilla flexible exchange options (‘‘vanilla FLEX
options’’). Collectively, these plain vanilla options
account for about 95 percent of the total contracts
cleared by OCC.
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pricing algorithm that is based on the
Black-Scholes formula. For American
options, the Vanilla Option Model
generates theoretical values using a
modified Jarrow-Rudd (‘‘JR’’) binomial
tree.9
The implied volatility of an option is
a measure of the expected future
volatility of the option’s underlying
security at expiration, which is reflected
in the current option premium in the
market. The implied volatilities are used
in STANS to generate price scenarios for
estimating potential losses of clearing
members’ portfolios. Given the current
market price for a plain vanilla option,
the aforementioned pricing algorithms
for European and American options will
generate the implied volatility of the
price of the option’s underlying asset.
The risk sensitivities calculated by the
Vanilla Option Model are certain
values—namely, Delta, Gamma and
Vega—that measure the risk of a plain
vanilla option in relation to underlying
variables.10
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Smoothing Algorithm
In the absence of OCC’s Smoothing
Algorithm, the end-of-day ‘‘fair price’’ of
a plain vanilla listed option contract
would simply be the closing mid-point
price (i.e., the mid-point between the
bid and ask prices) for such contract.
However, there often is a wide
difference between the closing bid and
ask price quotes for option contracts,
which could result in a closing midpoint price that may contain arbitrage
opportunities. Closing bid and ask price
quotes also tend to be ‘‘noisy,’’ meaning
that quotes can fluctuate randomly in a
way that is not reflective of the
contract’s fair value, which similarly
could result in a closing mid-point price
that may contain arbitrage
opportunities. Therefore, OCC uses its
Smoothing Algorithm in an attempt to
minimize the impact of wide and/or
noisy closing price quotes on individual
plain vanilla listed option contracts,
thereby producing a more fair or
‘‘smoothed’’ price. The Smoothing
Algorithm works by attempting to
simultaneously estimate fair values for
put and call prices on all plain vanilla
listed options included in the Vanilla
Option Model, as well as options on
9 OCC uses a modified JR binomial tree for
American options because the algorithm based on
the Black-Scholes formula does not work for
valuing American options, due to their early
exercise feature.
10 ‘‘Delta’’ measures the change in the option
value with respect to a change in the price of an
underlying asset. ‘‘Gamma’’ measures the change in
Delta in response to a 1% change in the price of
the underlying asset. ‘‘Vega’’ measures the change
in the option value corresponding to a 1% change
in the underlying asset’s volatility.
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non-equity securities,11 with the same
underlying and expiration date.
The Smoothing Algorithm consists of
four steps. The first step is a
preprocessing procedure, which is used
to filter out ‘‘bad’’ price quotes.12 The
second step is an implied forward price
calculation, which estimates the
forward prices of securities underlying
the options by using the prices from the
near-the-money options on the same
securities at all tenors or expiration
dates. The third step 13 performs the
smoothing, in which theoretical prices
are generated for all plain vanilla listed
options at all strikes by using
corresponding bid and ask price quotes
and forward prices (which were
calculated in step two).14 The fourth
step consists of constructing a volatility
surface 15 based on linear
interpolation 16 of total variance 17
among the smoothed prices and
performing any necessary postprocessing.18
OCC’s Smoothing Algorithm is
intended to ensure that the option
the Cboe Volatility (VIX) Index.
Smoothing Algorithm filters out certain
poor-quality price quotes. The price quotes are
excluded from the algorithm if they meet one or
more of the following conditions: (i) Prices for
options that expired or have a remaining maturity
of less than a certain number of days, where that
number is specified by a control parameter; (ii)
prices for options that have only ‘‘one-sided
contracts’’ (i.e., contracts for which prices exist only
for either the call or the put, but not for both); (iii)
prices for options whose ask prices are zero; (iv)
prices for options with negative bid and ask
spreads; or (v) prices for any American options if
the ask price is less than the intrinsic value of the
option.
13 The third step as described applies to European
options. For American options, the Smoothing
Algorithm first extracts the European option prices
from the American prices (or ‘‘de-Americanizes’’
the prices) using the Vanilla Option Model, then
performs smoothing on the resultant European
prices, and finally converts the smoothed European
prices into American prices (or ‘‘re-Americanizes’’
the prices) using the Vanilla Option Model.
14 The theoretical prices in step three are
generated by solving an optimization problem,
which ensures that the theoretical prices generated
satisfy both arbitrage-free conditions and bid and
ask spread constraints.
15 A ‘‘volatility surface’’ is a three-dimensional
graph showing the levels of the implied volatilities
for all the options listed on the same underlying
security with different strikes or maturity dates.
16 ‘‘Linear interpolation’’ is a mathematical
method of curve fitting by using linear polynomials
to construct new data points within the range of a
discrete set of known data points.
17 The ‘‘total variance’’ of a random variable is
defined as the sum of the variances over a given
period of time. If the variance is a constant, the total
variance is a simple product of its value and length
of the time period.
18 Post-processing addresses contracts that are
filtered out of the smoothing process during preprocessing due to either bad or missing price
quotes. In post-processing, the theoretical prices for
these contracts are approximated from the implied
volatility data that are already obtained by the
smoothing algorithm.
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11 E.g.,
12 The
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prices generated are smooth, free of
arbitrage opportunities and within bid
and ask price spreads. The fair value
prices that result from the Smoothing
Algorithm are used by OCC in
calculating margin requirements, risk
sensitivities, stress testing and
calculation of the Clearing Fund. In
addition, the end-of-day fair value
prices of options contracts produced by
the Smoothing Algorithm are published
to all Clearing Members, as well as to
other market participants.
Proposed Changes
OCC is proposing to enhance its
margin methodology by addressing a
series of limitations that presently exist
in each of the Vanilla Option Model and
the Smoothing Algorithm, as described
below.
Vanilla Option Model Proposed
Changes
The Vanilla Option Model has five
limitations that would be addressed by
the proposed changes. First, the Vanilla
Option Model uses constant interest
rates—the published London Inter-bank
Offered Rate (‘‘LIBOR’’) for maturities
up to 12 months and published swap
rates from maturities two to ten years—
as opposed to an interest rate yield
curve.19 By using constant interest rates,
the Vanilla Option Model assumes that
interest rates remain constant during the
lifetime of an option (i.e., the interest
rates remain constant at each time-step
or node in the JR binomial tree). To
address this limitation, OCC proposes to
change the Vanilla Option Model to
instead use an interest rate curve
generated by using OCC’s chosen
benchmark rate(s) (currently LIBOR),
Eurodollar futures prices and swap
rates. The use of an interest rate curve
will allow the Vanilla Option Model to
assume variable interest rates over the
lifetime of an option (i.e., interest rates
can vary at each time-step or node in the
binomial tree).
Second, the Vanilla Option Model
uses either a constant yield (for index
options for all tenors) or a constant
projection (for single-name stock
options for all tenors) determined by the
issuer’s last paid or announced
dividend. However, an issuer’s last paid
or announced dividend is not always an
accurate prediction of an issuer’s future
dividends, whereas forecasted
dividends are the result of a more
comprehensive analysis of the issuer’s
fundamentals, resulting in a dividend
projection that is more sensitive to the
19 The ‘‘swap rate’’ is the fixed interest rate that
a swap counterparty demands in exchange for the
uncertainty of having to pay the short-term floating
rate over time.
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particular issuer’s circumstances. To
address this limitation, OCC proposes to
change the Vanilla Option Model to use
a schedule of forecasted dividends,
received from an established industry
data service provider, instead of relying
on the issuer’s last paid or announced
dividend.20
Third, the Vanilla Option Model
currently does not use borrowing
costs,21 which could allow for potential
inconsistencies in implied volatilities
for calls and puts in options with the
same strike and tenor. To address this
limitation, OCC proposes to modify the
Vanilla Option Model to use borrowing
costs as an input in the valuation of
plain vanilla options.22
Fourth, as stated above, for pricing
American options the Vanilla Option
Model is based on a 49-step modified JR
binomial tree; however, the fixed
number of steps is not large enough for
accurately evaluating long-dated options
(e.g., FLEX options). To address this
limitation, OCC proposes that the
Vanilla Option Model instead price
American options using a variable
number of steps 23 that increases
linearly with the expiration of the
option. In addition, OCC proposes to
replace the JR binomial tree with the
Leisen-Reimer (‘‘LR’’) binomial tree,
which has a higher rate of convergence
than the JR binomial tree.
Fifth, the Vanilla Option Model only
calculates a limited number of risk
sensitivities for the price of options (i.e.,
Delta, Gamma and Vega) with respect to
market variables; the model, however, is
limited in that it does not calculate
Theta and Rho.24 The proposed
20 In the event the primary data source for these
dividends is unavailable, OCC has a backup data
provider for forecasted dividends.
21 Borrowing costs are the costs that may be
incurred by an option buyer or seller to borrow the
underlying security of the option.
22 The borrowing costs used by the Vanilla Option
Model would be calculate from market prices of
options or futures.
23 The number of LR tree steps would vary
between minimum and maximum parameters,
depending on an option’s tenor. OCC would
initially set these minimum and maximum
parameters at 51 and 501, respectively, and they
would be subject to change based on OCC’s
determination. OCC would modify the minimum
and maximum parameters to achieve a balance
between pricing accuracy and speed of pricing
calculations. The larger the number of the steps, the
more accurate the pricing, but the longer the
calculation time. For example, OCC’s initial choice
of a maximum 1001 steps did not result in an
optimal balance between accuracy and speed;
therefore, OCC reduced the maximum number of
steps to 501.
24 ‘‘Theta’’ measures the change in the option
value for a one day change in the time to expiration
of the option. ‘‘Rho’’ measures the change in the
option value with respect to a 1 basis point change
in the interest rate.
The Vanilla Option Model has a further limitation
in that it relies on a perturbation method of
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enhancements to the Vanilla Option
Model would enable the model to
calculate Theta and Rho, in addition to
Delta, Gamma and Vega.25
Smoothing Algorithm Enhancements
Presently, the Smoothing Algorithm
has five limitations that would be
addressed by the proposed
enhancements. First, though the
Smoothing Algorithm uses the Vanilla
Option Model as a component for
generating smoothed prices, the
Smoothing Algorithm uses a LR
binomial tree, whereas the Vanilla
Option Model uses a JR binomial tree.
The JR binomial tree used in the current
Vanilla Option Model does not account
for implied forward prices as generated
in the Smoothing Algorithm. This
inconsistency in binomial trees allows
for unequal put and call volatilities and
thus for potential violations of put and
call parity in margin calculations. The
proposed change to the Vanilla Option
Model to use a LR binomial tree, as
previously described, would not only
enhance the Vanilla Option Model but
would eliminate the current
inconsistency between the Vanilla
Option Model and Smoothing
Algorithm by using a LR binomial tree
for both models.
Second, the Smoothing Algorithm
uses index futures to approximate
theoretical spot prices for the plain
vanilla listed options on certain indices,
but this method suffers from the absence
of synchronization between the futures
market and the market for the
underlying indices.26 Trading in the
underlying indices closes at 3:00 p.m.
Central Time, but trading in the index
futures and plain vanilla listed options
on those indices closes at 3:15 p.m. The
difference in closing times could result
in poorly smoothed prices whenever the
options trading between 3:00 p.m. and
3:15 p.m. is volatile. Poorly smoothed
prices could result in implied
volatilities of poorer quality, and this
could create problems in OCC’s margin
and risk calculations. In order to
address this limitation, the Smoothing
Algorithm would use basis futures on
calculating Delta and Gamma, which is less
efficient than calculating Delta and Gamma from
the same tree.
25 The Vanilla Option Model presently calculates
Delta and Gamma using the perturbation method.
The perturbation method requires the use of two
binomial trees, which introduces instability issues.
The proposed changes would result in Delta and
Gamma being calculated from a single binomial
tree, which results in improved stability.
26 Using the 3:00 p.m. index futures price suffers
from another shortcoming in that the 3:00 p.m.
price is not an official closing price, but rather it
is the last trade price before 3:00 p.m. (as observed
in a manual process by OCC employees).
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37375
the same indices to approximate
theoretical spot prices. Trading in basis
futures has the benefit of closing at 3:00
p.m., which would allow OCC to use a
reported closing price.27 Basis futures
prices represent the spreads between the
futures prices and the underlying price;
these spreads are relatively stable
throughout the day, including between
their closing at 3:00 p.m. and the closing
of the index options market at 3:15 p.m.,
thereby providing a better
approximation of the theoretical sport
prices in the plain vanilla options at
3:15 p.m.
Third, the Smoothing Algorithm deals
with unacceptably high volatilities that
are sometimes generated in the out-ofthe-money regions by capping these
volatilities to a lower value. This leads
to a jump in the rate of change of the
volatility with respect to the strike and
may create negative convexity of the
option prices versus strike, i.e., butterfly
arbitrage opportunities. The proposed
changes to the Smoothing Algorithm
would still cap unacceptably high
volatilities generated in out-of-themoney regions to a lower value, but the
capping would be done in a more
gradual manner. By capping
unacceptable high volatilities in a more
gradual manner, changes in the
convexity of prices would not be as
discontinuous as in the current
Smoothing Algorithm, which would
eliminate the opportunities for butterfly
arbitrage.
Fourth, to generate prices for shortdated FLEX options, the Smoothing
Algorithm combines the prices
calculated from the prior day’s implied
volatilities for all FLEX options with
current market prices. By combining the
prior day’s implied volatilities with
current market prices, the Smoothing
Algorithm may not generate prices that
are consistent with then-current market
prices.28 In order to address this
limitation, OCC proposes to change the
Smoothing Algorithm to use volatilities
implied from current market prices of
plain vanilla listed options to price
short-dated FLEX options.29
Fifth, the Smoothing Algorithm
currently does not have the ability to
use borrowing costs as an independent
27 By using the reported closing price for basis
futures, the proposed changes to the Smoothing
Algorithm also would eliminates the algorithm’s
reliance on a manual process to observe pre-close
futures prices.
28 The reason that the Smoothing Algorithm uses
the prior day’s implied volatilities is that the
implied volatilities are received from a third-party
data service provider; the provider’s quotes are
delayed by one day.
29 The Smoothing Algorithm for long-dated FLEX
options would remain unchanged.
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input.30 To address this limitation, OCC
proposes to modify the Smoothing
Algorithm to provide for the ability to
use borrowing costs as an independent
input in the pricing of plain vanilla
listed options. Under the proposed
changes, the borrowing costs for each
underlying security would be implied
from at-the-money (or near at-themoney) options listed on such security.
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Clearing Member Outreach
To inform Clearing Members of the
proposed change, OCC has provided
overviews of the proposed changes to its
Financial Risk Advisory Council 31 and,
prior to implementing the proposed
change, will provide overviews to the
OCC Roundtable,32 as well as through
Information Memoranda to all Clearing
Members describing the proposed
change.
Given that changes in margins are
expected,33 OCC expects to conduct an
extended parallel implementation for
Clearing Members prior to
implementation. Additionally, OCC will
perform targeted and direct outreach
with Clearing Members that would be
most impacted by the proposed change
and would work closely with such
30 The Smoothing Algorithm currently combines
borrowing costs and dividends into a single input,
referred to as ‘‘implied dividends,’’ which is then
used to price plain vanilla listed options. However,
the combined ‘‘implied dividends’’ input can differ
from the actual dividend, and this difference can
result in potential mispricing of certain types of
options.
31 The Financial Risk Advisory Council is a
working group comprised of exchanges, Clearing
Members and indirect participants of OCC.
32 The OCC Roundtable was established to bring
Clearing Members, exchanges and OCC together to
discuss industry and operational issues. It is
comprised of representatives of the senior OCC
staff, participant exchanges and Clearing Members,
representing the diversity of OCC’s membership in
industry segments, OCC-cleared volume, business
type, operational structure and geography.
33 OCC expects that the proposed changes, in
aggregate, would reduce total margins by a small
amount. In particular, margin reductions are
expected for Clearing Members who hold risk
offsetting positions. However, the ultimate impact
on any particular Clearing Member’s margin
requirements would necessarily vary based on
trading strategies and market conditions. More
specifically, backtesting results for the period from
March 2018 through February 2019 showed small
reductions to total margins, in aggregate, with an
average difference of 1.3% between the proposed
model and the production model. At the Clearing
Member level, the difference in margin
requirements between the proposed model and the
production model for Clearing Members comprising
99% of OCC’s total daily margin (such Clearing
Members, the ‘‘top Clearing Members’’) on most
days of the backtesting period was less than 10%.
The largest increase and decrease to daily margin
requirements observed within top Clearing
Members during the backtesting period was 42%
and 30%, respectively. On average, only 5% of the
top Clearing Members experienced a daily margin
decrease or increase of 10% or greater under the
proposed model over the same period.
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Clearing Members to coordinate the
implementation and associated funding
for such Clearing Members resulting
from the proposed change.34
Implementation Timeframe
OCC expects to implement the
proposed changes to the Vanilla Option
Model and Smoothing Algorithm no
sooner than August 1, 2019 and no later
than one hundred eighty (180) days
from the date OCC receives all necessary
regulatory approvals for the filings. OCC
will announce the implementation date
of the proposed change by an
Information Memo posted to its public
website no less than 6 weeks prior to
implementation.
Expected Effect on and Management of
Risk
OCC believes that the proposed
changes would reduce the nature and
level of risk presented by OCC because
they would enhance two of the primary
components of OCC’s STANS
methodology by addressing five
limitations of the Vanilla Option Model
and five limitations of the Smoothing
Algorithm.
With respect to the Vanilla Option
Model, the proposed changes would
incorporate interest rate yield curves,
forecasted dividends and borrowing
costs into the theoretical pricing of plain
vanilla listed options. Including these
three inputs improves the Vanilla
Option Model’s theoretical pricing and
helps to preserve the consistency
between implied call volatility and
implied put volatility in options at the
same strike price and same maturity.
The proposed changes also would
introduce the LR binomial tree to
replace the fixed, 49-step JR binomial
tree for pricing of American options.
The LR binomial tree would use a
variable number of steps that increases
linearly with the expiration of an
option, to more accurately price longdated American options. The LR
binomial tree also converges at a
considerably higher rate than the JR
binomial tree. The proposed changes
would also enable OCC to calculate two
additional risk sensitivities—namely,
Theta and Rho—for plain vanilla listed
options.
With respect to the Smoothing
Algorithm, the proposed changes would
improve implied volatility smoothing by
eliminating the inconsistency between
the binomial trees used by the Vanilla
Option Model and the Smoothing
Algorithm and by eliminating the
34 Specifically, OCC will discuss with those
Clearing Members how they plan to satisfy any
increase in their margin requirements associated
with the proposed change.
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synchronization issue from using the
3:00 p.m. index futures price to
approximate theoretical spot prices for
plain vanilla listed options on certain
indices. The proposed changes also
would improve the Smoothing
Algorithm by more gradually capping
unacceptably high volatilities
sometimes generated in the out-of-themoney regions, which would eliminate
the opportunities for butterfly arbitrage,
and by using borrowing costs in the
pricing of plain vanilla listed options.
The proposed model would be used
by OCC to calculate margin
requirements designed to limit its credit
exposures to participants, and OCC uses
the margin it collects from a defaulting
Clearing Member to protect other
Clearing Members from losses as a result
of the default and ensure that OCC is
able to continue the prompt and
accurate clearance and settlement of its
cleared products. Accordingly, OCC
believes the proposed changes would
promote robust risk management for
plain vanilla listed options and promote
safety and soundness consistent with
the objectives and principles of Section
805(b) of the Clearing Supervision
Act.35
For the foregoing reasons, OCC
believes that the proposed change
would enhance OCC’s management of
risk and reduce the nature or level of
risk presented to OCC.
Consistency With the Clearing
Supervision Act
The stated purpose of the Clearing
Supervision Act is to mitigate systemic
risk in the financial system and promote
financial stability by, among other
things, promoting uniform risk
management standards for systemically
important financial market utilities and
strengthening the liquidity of
systemically important financial market
utilities.36 Section 805(a)(2) of the
Clearing Supervision Act 37 also
authorizes the Commission to prescribe
risk management standards for the
payment, clearing and settlement
activities of designated clearing entities,
like OCC, for which the Commission is
the supervisory agency. Section 805(b)
of the Clearing Supervision Act 38 states
that the objectives and principles for
risk management standards prescribed
under Section 805(a) shall be to:
• Promote robust risk management;
• Promote safety and soundness;
• Reduce systemic risks; and
35 12
U.S.C. 5464(b).
U.S.C. 5461(b).
37 12 U.S.C. 5464(a)(2).
38 12 U.S.C. 5464(b).
36 12
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Federal Register / Vol. 84, No. 147 / Wednesday, July 31, 2019 / Notices
• Support the stability of the broader
financial system.
OCC believes the proposed changes
are consistent with the objectives and
principles of Section 805(b) of the
Clearing Supervision Act.39 As
described above, STANS margin
requirements are comprise of the sum of
several components, each reflecting a
different aspect of risk. Two primary
components of STANS are the Vanilla
Option Model, which is used to generate
theoretical values, implied volatilities
and certain risk sensitivities for plain
vanilla listed options, and the
Smoothing Algorithm, which is used to
estimate fair prices of listed option
contracts based on their bid and ask
price quotes. As explained above, OCC
proposes certain changes to address
certain existing limitations in the
Vanilla Option Model and the
Smoothing Algorithm. By addressing
the aforementioned limitations of the
Vanilla Option Model, OCC believes
that the model will produce more
accurate theoretical valuations of plain
vanilla listed options, including
improved theoretical valuations for
long-dated American options. By
addressing the aforementioned
limitations of the Smoothing Algorithm,
OCC believes that the proposed change
will enhance implied volatility
smoothing, improve the approximate
theoretical spot prices for plain vanilla
listed options on certain indices and
eliminate opportunities for butterfly
arbitrage. As a result, OCC believes the
proposed change would promote robust
risk management and safety and
soundness while reducing systemic
risks and would thereby support the
stability of the broader financial system.
The Commission has adopted risk
management standards under Section
805(a)(2) of the Clearing Supervision
Act and the Act, which include
Commission Rules 17Ad–22(b)(2) and
(e)(6).40
Rule 17Ad–22(b)(2) 41 requires, in
part, that a registered clearing agency
that performs central counterparty
services establish, implement, maintain
and enforce written policies and
procedures reasonably designed use
margin requirements to limit its credit
39 12
U.S.C. 5464(b).
CFR 240.17Ad–22. See Securities Exchange
Act Release Nos. 68080 (October 22, 2012), 77 FR
66220 (November 2, 2012) (S7–08–11) (‘‘Clearing
Agency Standards’’); 78961 (September 28, 2016, 81
FR 70786 (October 13, 2016) (S7–03–14)
(‘‘Standards for Covered Clearing Agencies’’). The
Standards for Covered Clearing Agencies became
effective on December 12, 2016. OCC is a ‘‘covered
clearing agency’’ as defined in Rule 17Ad–22(a)(5)
and therefore OCC must comply with section (e) of
Rule 17Ad–22.
41 17 CFR 240.17Ad–22(b)(2).
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40 17
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exposures to participants under normal
market conditions and use risk-based
models and parameters to set margin
requirements. As noted above, OCC uses
STANS as its risk-based margin
methodology. The proposed changes
would enhance STANS by addressing
several limitations in two of the primary
components of STANS: The Vanilla
Option Model and the Smoothing
Algorithm. With respect to the Vanilla
Option Model, OCC believes the
proposed changes would enable the
model to produce more accurate
theoretical valuations of plain vanilla
listed options, and for American
options, would enable the mode to more
accurately evaluate long-dates options.
With respect to the Smoothing
Algorithm, OCC believes the proposed
changes will enhance the model’s
implied volatility smoothing by
improving the approximate theoretical
spot prices for plain vanilla listed
options on certain indices and by
eliminating opportunities for butterfly
arbitrage. Accordingly, OCC believes the
proposed changes would improve the
methodology used to calculate margin
requirements designed to limit OCC’s
credit exposures to participants under
normal market conditions in a manner
consistent with Rule 17Ad–22(b)(2).42
Rule 17Ad–22(e)(6)(i) and (iii) 43
further requires OCC to establish,
implement, maintain and enforce
written policies and procedures
reasonably designed to cover its credit
exposures to its participants by
establishing a risk-based margin system
that: (1) Considers, and produces margin
levels commensurate with, the risks and
particular attributes of each relevant
product, portfolio, and market and (2)
calculates margin sufficient to cover its
potential future exposure to participants
in the interval between the last margin
collection and the close out of positions
following a participant default. As noted
above, the proposed changes would
address certain existing limitations in
the Vanilla Option Model and the
Smoothing Algorithm, each of which is
a primary component of OCC’s STANS
methodology. By addressing the
aforementioned limitations of the
Vanilla Option Model, OCC believes
that the model will produce more
accurate theoretical valuations of plain
vanilla listed options, including
improved theoretical valuations for
long-dated American options. By
addressing the aforementioned
limitations of the Smoothing Algorithm,
OCC believes that the proposed changes
will enhance implied volatility
PO 00000
smoothing, improve the approximate
theoretical spot prices for plain vanilla
listed options on certain indices and
eliminate opportunities for butterfly
arbitrage. Accordingly, OCC believes the
proposed changes are consistent with
Rule 17Ad–22(e)(6)(i) and (iii).44
The changes are not inconsistent with
the existing rules of OCC, including any
other rules proposed to be amended.
III. Date of Effectiveness of the Advance
Notice and Timing for Commission
Action
The proposed change may be
implemented if the Commission does
not object to the proposed change
within 60 days of the later of (i) the date
the proposed change was filed with the
Commission or (ii) the date any
additional information requested by the
Commission is received. OCC shall not
implement the proposed change if the
Commission has any objection to the
proposed change.
The Commission may extend the
period for review by an additional 60
days if the proposed change raises novel
or complex issues, subject to the
Commission providing the clearing
agency with prompt written notice of
the extension. A proposed change may
be implemented in less than 60 days
from the date the advance notice is
filed, or the date further information
requested by the Commission is
received, if the Commission notifies the
clearing agency in writing that it does
not object to the proposed change and
authorizes the clearing agency to
implement the proposed change on an
earlier date, subject to any conditions
imposed by the Commission.
OCC shall post notice on its website
of proposed changes that are
implemented.
The proposal shall not take effect
until all regulatory actions required
with respect to the proposal are
completed.
IV. Solicitation of Comments
Interested persons are invited to
submit written data, views, and
arguments concerning the foregoing,
including whether the advance notice is
consistent with the Clearing
Supervision Act. Comments may be
submitted by any of the following
methods:
Electronic Comments
• Use the Commission’s internet
comment form (https://www.sec.gov/
rules/sro.shtml); or
42 Id.
43 17
CFR 240.17Ad–22(e)(6)(i) and (iii).
Frm 00148
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37377
44 Id.
E:\FR\FM\31JYN1.SGM
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37378
Federal Register / Vol. 84, No. 147 / Wednesday, July 31, 2019 / Notices
• Send an email to rule-comments@
sec.gov. Please include File Number SR–
OCC–2019–804 on the subject line.
SECURITIES AND EXCHANGE
COMMISSION
Paper Comments
[Investment Company Act Release No.
33578]
• Send paper comments in triplicate
to Secretary, Securities and Exchange
Commission, 100 F Street NE,
Washington, DC 20549.
Notice of Applications for
Deregistration Under Section 8(f) of the
Investment Company Act of 1940
All submissions should refer to File
Number SR–OCC–2019–804. This file
number should be included on the
subject line if email is used. To help the
Commission process and review your
comments more efficiently, please use
only one method. The Commission will
post all comments on the Commission’s
internet website (https://www.sec.gov/
rules/sro.shtml). Copies of the
submission, all subsequent
amendments, all written statements
with respect to the advance notice that
are filed with the Commission, and all
written communications relating to the
advance notice between the
Commission and any person, other than
those that may be withheld from the
public in accordance with the
provisions of 5 U.S.C. 552, will be
available for website viewing and
printing in the Commission’s Public
Reference Room, 100 F Street NE,
Washington, DC 20549 on official
business days between the hours of
10:00 a.m. and 3:00 p.m. Copies of the
filing also will be available for
inspection and copying at the principal
office of the self-regulatory organization.
All comments received will be posted
without change. Persons submitting
comments are cautioned that we do not
redact or edit personal identifying
information from comment submissions.
You should submit only information
that you wish to make available
publicly.
All submissions should refer to File
Number SR–OCC–2019–804 and should
be submitted on or before August 15,
2019.
By the Commission.
Jill M. Peterson,
Assistant Secretary.
[FR Doc. 2019–16312 Filed 7–30–19; 8:45 am]
jbell on DSK3GLQ082PROD with NOTICES
BILLING CODE 8011–01–P
July 26, 2019.
The following is a notice of
applications for deregistration under
section 8(f) of the Investment Company
Act of 1940 for the month of July 2019.
A copy of each application may be
obtained via the Commission’s website
by searching for the file number, or for
an applicant using the Company name
box, at https://www.sec.gov/search/
search.htm or by calling (202) 551–
8090. An order granting each
application will be issued unless the
SEC orders a hearing. Interested persons
may request a hearing on any
application by writing to the SEC’s
Secretary at the address below and
serving the relevant applicant with a
copy of the request, personally or by
mail.
Hearing requests should be received
by the SEC by 5:30 p.m. on August 20,
2019, and should be accompanied by
proof of service on applicants, in the
form of an affidavit or, for lawyers, a
certificate of service. Pursuant to Rule
0–5 under the Act, hearing requests
should state the nature of the writer’s
interest, any facts bearing upon the
desirability of a hearing on the matter,
the reason for the request, and the issues
contested. Persons who wish to be
notified of a hearing may request
notification by writing to the
Commission’s Secretary.
ADDRESSES: The Commission: Secretary,
U.S. Securities and Exchange
Commission, 100 F Street NE,
Washington, DC 20549–1090.
FOR FURTHER INFORMATION CONTACT:
Shawn Davis, Branch Chief, at (202)
551–6413 or Chief Counsel’s Office at
(202) 551–6821; SEC, Division of
Investment Management, Chief
Counsel’s Office, 100 F Street NE,
Washington, DC 20549–8010.
Causeway ETMF Trust [File No. 811–
23294]
Summary: Applicant seeks an order
declaring that it has ceased to be an
investment company. On May 13, 2019,
applicant made liquidating distributions
to its shareholders based on net asset
value. Expenses of $40,272 incurred in
connection with the liquidation were
paid by applicant’s investment adviser.
Applicant also has retained $37,826 for
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20:09 Jul 30, 2019
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the purpose of paying certain
outstanding liabilities.
Filing Dates: The application was
filed on June 19, 2019, and amended on
July 11, 2019.
Applicant’s Address: 11111 Santa
Monica Boulevard, c/o Causeway
Capital Management LLC, 15th Floor,
Los Angeles, California 90025.
Cohen & Steers Institutional Global
Realty Shares, Inc. [File No. 811–21902]
Summary: Applicant seeks an order
declaring that it has ceased to be an
investment company. The applicant has
transferred its assets to Cohen & Steers
Global Realty Shares, Inc., and on
March 20, 2018, made a final
distribution to its shareholders based on
net asset value. Expenses of $239,751
incurred in connection with the
reorganization were paid by the
applicant and the acquiring fund.
Filing Dates: The application was
filed on March 27, 2019, and amended
on July 2, 2019 and July 12, 2019.
Applicant’s Address: 280 Park
Avenue, 10th Floor, New York, NY
10017.
Dreyfus Manager Fund I [File No. 811–
21386]
Summary: Applicant seeks an order
declaring that it has ceased to be an
investment company. On July 27, 2017,
applicant made liquidating distributions
to its shareholders based on net asset
value. Expenses of $5,500 incurred in
connection with the liquidation were
paid by applicant’s investment adviser.
Filing Dates: The application was
filed on June 10, 2019, and amended on
July 8, 2019.
Applicant’s Address: c/o BNY Mellon
Investment Adviser, Inc., 240
Greenwich Street, New York, New York
10286.
Dreyfus TMT Opportunities Fund, Inc.
[File No. 811–22996]
Summary: Applicant, a closed-end
investment company, seeks an order
declaring that it has ceased to be an
investment company. Applicant has
never made a public offering of its
securities and does not propose to make
a public offering or engage in business
of any kind.
Filing Date: The application was filed
on June 28, 2019.
Applicant’s Address: c/o BNY Mellon
Investment Adviser, Inc., 240
Greenwich Street, New York, New York
10286.
Eaton Vance Municipal Bond Fund
Massachusetts Merger Subsidiary, LLC
[File No. 811–23398]
Summary: Applicant, a closed-end
investment company, seeks an order
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Agencies
[Federal Register Volume 84, Number 147 (Wednesday, July 31, 2019)]
[Notices]
[Pages 37373-37378]
From the Federal Register Online via the Government Publishing Office [www.gpo.gov]
[FR Doc No: 2019-16312]
[[Page 37373]]
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SECURITIES AND EXCHANGE COMMISSION
[Release No. 34-86488; File No. SR-OCC-2019-804]
Self-Regulatory Organizations; The Options Clearing Corporation;
Notice of Filing of Advance Notice Related to The Options Clearing
Corporation's Vanilla Option Model and Smoothing Algorithm
July 26, 2019.
Pursuant to Section 806(e)(1) of Title VIII of the Dodd-Frank Wall
Street Reform and Consumer Protection Act, entitled Payment, Clearing
and Settlement Supervision Act of 2010 (``Clearing Supervision Act'')
\1\ and Rule 19b-4(n)(1)(i) \2\ under the Securities Exchange Act of
1934 (``Act'' or ``Exchange Act''),\3\ notice is hereby given that on
June 28, 2019, the Options Clearing Corporation (``OCC'') filed with
the Securities and Exchange Commission (``Commission'') an advance
notice as described in Items I, II and III below, which Items have been
prepared by OCC. The Commission is publishing this notice to solicit
comments on the advance notice from interested persons.
---------------------------------------------------------------------------
\1\ 12 U.S.C. 5465(e)(1).
\2\ 17 CFR 240.19b-4(n)(1)(i).
\3\ 15 U.S.C. 78a et seq.
---------------------------------------------------------------------------
I. Clearing Agency's Statement of the Terms of Substance of the Advance
Notice
This advance notice is filed in connection with proposed changes to
formalize and update OCC's models for: (1) Generating theoretical
values, implied volatilities and certain risk sensitivities for plain
vanilla listed options (``Vanilla Option Model'') and (2) estimating
fair or ``smoothed'' prices of plain vanilla listed options based on
their bid and ask price quotes (``Smoothing Algorithm'').
The proposed changes to Chapter 17 (Vanilla Option Model) and
Chapter 18 (Smoothing Algorithm) of OCC's Margins Methodology are
contained in confidential Exhibits 5A and 5B of the filing. Material
proposed to be added is marked by underlining and material proposed to
be deleted is marked by strikethrough text. OCC also has included
backtesting and impact analysis of the proposed model changes in
confidential Exhibit 3. All terms with initial capitalization that are
not otherwise defined herein have the same meaning as set forth in the
OCC By-Laws and Rules.\4\
---------------------------------------------------------------------------
\4\ OCC's By-Laws and Rules can be found on OCC's public
website: https://optionsclearing.com/about/publications/bylaws.jsp.
---------------------------------------------------------------------------
II. Clearing Agency's Statement of the Purpose of, and Statutory Basis
for, the Advance Notice
In its filing with the Commission, OCC included statements
concerning the purpose of and basis for the advance notice and
discussed any comments it received on the advance notice. The text of
these statements may be examined at the places specified in Item IV
below. OCC has prepared summaries, set forth in sections A and B below,
of the most significant aspects of these statements.
(A) Clearing Agency's Statement on Comments on the Advance Notice
Received From Members, Participants or Others
Written comments were not and are not intended to be solicited with
respect to the proposed change and none have been received. OCC will
notify the Commission of any written comments received by OCC.
(B) Advance Notices Filed Pursuant to Section 806(e) of the Payment,
Clearing, and Settlement Supervision Act
Description of the Proposed Change
OCC's margin methodology, the System for Theoretical Analysis and
Numerical Simulations (``STANS''), is OCC's proprietary risk management
system that calculates Clearing Member margin requirements.\5\ STANS
utilizes large-scale Monte Carlo simulations to forecast price and
volatility movements in determining a Clearing Member's margin
requirement.\6\ The STANS margin requirement is calculated at the
portfolio level of Clearing Member legal entity marginable net
positions tier account (tiers can be customer, firm, or market marker)
and consists of an estimate of a 99% two-day expected shortfall (``99%
Expected Shortfall'') and an add-on for model risk (the concentration/
dependence stress test charge). The STANS methodology is used to
measure the exposure of portfolios of options and futures cleared by
OCC and cash instruments in margin collateral.
---------------------------------------------------------------------------
\5\ See Securities Exchange Act Release No. 53322 (February 15,
2006), 71 FR 9403 (February 23, 2006) (SR-OCC-2004-20). A detailed
description of the STANS methodology is available at https://optionsclearing.com/risk-management/margins/.
\6\ See OCC Rule 601.
---------------------------------------------------------------------------
STANS margin requirements are comprised of the sum of several
components, each reflecting a different aspect of risk. The base
component of the STANS margin requirement for each account is obtained
using a risk measure known as 99% Expected Shortfall. Under the 99%
Expected Shortfall calculation, an account has a base margin excess
(deficit) if its positions in cleared products, plus all existing
collateral--whether of types included in the Monte Carlo simulation or
of types subjected to traditional ``haircuts'' -- would have a positive
(negative) net worth after incurring a loss equal to the average of all
losses beyond the 99% value at risk (or ``VaR'') point. This base
component is then adjusted by the addition of a stress test component,
which is obtained from consideration of the increases in 99% Expected
Shortfall that would arise from market movements that are especially
large and/or in which various kinds of risk factors exhibit perfect or
zero correlations in place of their correlations estimated from
historical data, or from extreme adverse idiosyncratic movements in
individual risk factors to which the account is particularly
exposed.\7\
---------------------------------------------------------------------------
\7\ STANS margins may also include other add on charges, which
are considerably smaller than the base and stress test components,
and many of which affect only a minority of accounts.
---------------------------------------------------------------------------
Two primary components of STANS are the Vanilla Option Model, which
is used to generate theoretical values, implied volatilities, and
certain risk sensitivities for plain vanilla listed options, and the
Smoothing Algorithm, which is used to estimate fair prices of listed
option contracts based on their bid and ask price quotes. OCC's current
Vanilla Option Model and Smoothing Algorithm and proposed changes
thereto are discussed in detail below.
Vanilla Option Model
The Vanilla Option Model is OCC's model for generating theoretical
values, implied volatilities and certain risk sensitivities for plain
vanilla listed options.\8\ The theoretical values generated by OCC's
Vanilla Option Model are the estimated values (as opposed to current
market prices) of plain vanilla options derived from algorithms that
use a series of predetermined inputs, such as the price of the stock or
index underlying the option, the option's exercise price, the risk-free
interest rate, the amount of time until the option's expiration and the
volatility of the option. For European options (including FLEX
options), the Vanilla Option Model generates theoretical values using a
[[Page 37374]]
pricing algorithm that is based on the Black-Scholes formula. For
American options, the Vanilla Option Model generates theoretical values
using a modified Jarrow-Rudd (``JR'') binomial tree.\9\
---------------------------------------------------------------------------
\8\ With respect to the Vanilla Option Model, ``plain vanilla
listed options'' are (1) all listed vanilla European and American
options on equities, exchange traded funds and exchange traded notes
(collectively, ``ETPs''), equity indices, futures on equity indices,
currencies or commodities, and (2) vanilla flexible exchange options
(``vanilla FLEX options''). Collectively, these plain vanilla
options account for about 95 percent of the total contracts cleared
by OCC.
\9\ OCC uses a modified JR binomial tree for American options
because the algorithm based on the Black-Scholes formula does not
work for valuing American options, due to their early exercise
feature.
---------------------------------------------------------------------------
The implied volatility of an option is a measure of the expected
future volatility of the option's underlying security at expiration,
which is reflected in the current option premium in the market. The
implied volatilities are used in STANS to generate price scenarios for
estimating potential losses of clearing members' portfolios. Given the
current market price for a plain vanilla option, the aforementioned
pricing algorithms for European and American options will generate the
implied volatility of the price of the option's underlying asset.
The risk sensitivities calculated by the Vanilla Option Model are
certain values--namely, Delta, Gamma and Vega--that measure the risk of
a plain vanilla option in relation to underlying variables.\10\
---------------------------------------------------------------------------
\10\ ``Delta'' measures the change in the option value with
respect to a change in the price of an underlying asset. ``Gamma''
measures the change in Delta in response to a 1% change in the price
of the underlying asset. ``Vega'' measures the change in the option
value corresponding to a 1% change in the underlying asset's
volatility.
---------------------------------------------------------------------------
Smoothing Algorithm
In the absence of OCC's Smoothing Algorithm, the end-of-day ``fair
price'' of a plain vanilla listed option contract would simply be the
closing mid-point price (i.e., the mid-point between the bid and ask
prices) for such contract. However, there often is a wide difference
between the closing bid and ask price quotes for option contracts,
which could result in a closing mid-point price that may contain
arbitrage opportunities. Closing bid and ask price quotes also tend to
be ``noisy,'' meaning that quotes can fluctuate randomly in a way that
is not reflective of the contract's fair value, which similarly could
result in a closing mid-point price that may contain arbitrage
opportunities. Therefore, OCC uses its Smoothing Algorithm in an
attempt to minimize the impact of wide and/or noisy closing price
quotes on individual plain vanilla listed option contracts, thereby
producing a more fair or ``smoothed'' price. The Smoothing Algorithm
works by attempting to simultaneously estimate fair values for put and
call prices on all plain vanilla listed options included in the Vanilla
Option Model, as well as options on non-equity securities,\11\ with the
same underlying and expiration date.
---------------------------------------------------------------------------
\11\ E.g., the Cboe Volatility (VIX) Index.
---------------------------------------------------------------------------
The Smoothing Algorithm consists of four steps. The first step is a
preprocessing procedure, which is used to filter out ``bad'' price
quotes.\12\ The second step is an implied forward price calculation,
which estimates the forward prices of securities underlying the options
by using the prices from the near-the-money options on the same
securities at all tenors or expiration dates. The third step \13\
performs the smoothing, in which theoretical prices are generated for
all plain vanilla listed options at all strikes by using corresponding
bid and ask price quotes and forward prices (which were calculated in
step two).\14\ The fourth step consists of constructing a volatility
surface \15\ based on linear interpolation \16\ of total variance \17\
among the smoothed prices and performing any necessary post-
processing.\18\
---------------------------------------------------------------------------
\12\ The Smoothing Algorithm filters out certain poor-quality
price quotes. The price quotes are excluded from the algorithm if
they meet one or more of the following conditions: (i) Prices for
options that expired or have a remaining maturity of less than a
certain number of days, where that number is specified by a control
parameter; (ii) prices for options that have only ``one-sided
contracts'' (i.e., contracts for which prices exist only for either
the call or the put, but not for both); (iii) prices for options
whose ask prices are zero; (iv) prices for options with negative bid
and ask spreads; or (v) prices for any American options if the ask
price is less than the intrinsic value of the option.
\13\ The third step as described applies to European options.
For American options, the Smoothing Algorithm first extracts the
European option prices from the American prices (or ``de-
Americanizes'' the prices) using the Vanilla Option Model, then
performs smoothing on the resultant European prices, and finally
converts the smoothed European prices into American prices (or ``re-
Americanizes'' the prices) using the Vanilla Option Model.
\14\ The theoretical prices in step three are generated by
solving an optimization problem, which ensures that the theoretical
prices generated satisfy both arbitrage-free conditions and bid and
ask spread constraints.
\15\ A ``volatility surface'' is a three-dimensional graph
showing the levels of the implied volatilities for all the options
listed on the same underlying security with different strikes or
maturity dates.
\16\ ``Linear interpolation'' is a mathematical method of curve
fitting by using linear polynomials to construct new data points
within the range of a discrete set of known data points.
\17\ The ``total variance'' of a random variable is defined as
the sum of the variances over a given period of time. If the
variance is a constant, the total variance is a simple product of
its value and length of the time period.
\18\ Post-processing addresses contracts that are filtered out
of the smoothing process during pre-processing due to either bad or
missing price quotes. In post-processing, the theoretical prices for
these contracts are approximated from the implied volatility data
that are already obtained by the smoothing algorithm.
---------------------------------------------------------------------------
OCC's Smoothing Algorithm is intended to ensure that the option
prices generated are smooth, free of arbitrage opportunities and within
bid and ask price spreads. The fair value prices that result from the
Smoothing Algorithm are used by OCC in calculating margin requirements,
risk sensitivities, stress testing and calculation of the Clearing
Fund. In addition, the end-of-day fair value prices of options
contracts produced by the Smoothing Algorithm are published to all
Clearing Members, as well as to other market participants.
Proposed Changes
OCC is proposing to enhance its margin methodology by addressing a
series of limitations that presently exist in each of the Vanilla
Option Model and the Smoothing Algorithm, as described below.
Vanilla Option Model Proposed Changes
The Vanilla Option Model has five limitations that would be
addressed by the proposed changes. First, the Vanilla Option Model uses
constant interest rates--the published London Inter-bank Offered Rate
(``LIBOR'') for maturities up to 12 months and published swap rates
from maturities two to ten years--as opposed to an interest rate yield
curve.\19\ By using constant interest rates, the Vanilla Option Model
assumes that interest rates remain constant during the lifetime of an
option (i.e., the interest rates remain constant at each time-step or
node in the JR binomial tree). To address this limitation, OCC proposes
to change the Vanilla Option Model to instead use an interest rate
curve generated by using OCC's chosen benchmark rate(s) (currently
LIBOR), Eurodollar futures prices and swap rates. The use of an
interest rate curve will allow the Vanilla Option Model to assume
variable interest rates over the lifetime of an option (i.e., interest
rates can vary at each time-step or node in the binomial tree).
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\19\ The ``swap rate'' is the fixed interest rate that a swap
counterparty demands in exchange for the uncertainty of having to
pay the short-term floating rate over time.
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Second, the Vanilla Option Model uses either a constant yield (for
index options for all tenors) or a constant projection (for single-name
stock options for all tenors) determined by the issuer's last paid or
announced dividend. However, an issuer's last paid or announced
dividend is not always an accurate prediction of an issuer's future
dividends, whereas forecasted dividends are the result of a more
comprehensive analysis of the issuer's fundamentals, resulting in a
dividend projection that is more sensitive to the
[[Page 37375]]
particular issuer's circumstances. To address this limitation, OCC
proposes to change the Vanilla Option Model to use a schedule of
forecasted dividends, received from an established industry data
service provider, instead of relying on the issuer's last paid or
announced dividend.\20\
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\20\ In the event the primary data source for these dividends is
unavailable, OCC has a backup data provider for forecasted
dividends.
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Third, the Vanilla Option Model currently does not use borrowing
costs,\21\ which could allow for potential inconsistencies in implied
volatilities for calls and puts in options with the same strike and
tenor. To address this limitation, OCC proposes to modify the Vanilla
Option Model to use borrowing costs as an input in the valuation of
plain vanilla options.\22\
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\21\ Borrowing costs are the costs that may be incurred by an
option buyer or seller to borrow the underlying security of the
option.
\22\ The borrowing costs used by the Vanilla Option Model would
be calculate from market prices of options or futures.
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Fourth, as stated above, for pricing American options the Vanilla
Option Model is based on a 49-step modified JR binomial tree; however,
the fixed number of steps is not large enough for accurately evaluating
long-dated options (e.g., FLEX options). To address this limitation,
OCC proposes that the Vanilla Option Model instead price American
options using a variable number of steps \23\ that increases linearly
with the expiration of the option. In addition, OCC proposes to replace
the JR binomial tree with the Leisen-Reimer (``LR'') binomial tree,
which has a higher rate of convergence than the JR binomial tree.
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\23\ The number of LR tree steps would vary between minimum and
maximum parameters, depending on an option's tenor. OCC would
initially set these minimum and maximum parameters at 51 and 501,
respectively, and they would be subject to change based on OCC's
determination. OCC would modify the minimum and maximum parameters
to achieve a balance between pricing accuracy and speed of pricing
calculations. The larger the number of the steps, the more accurate
the pricing, but the longer the calculation time. For example, OCC's
initial choice of a maximum 1001 steps did not result in an optimal
balance between accuracy and speed; therefore, OCC reduced the
maximum number of steps to 501.
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Fifth, the Vanilla Option Model only calculates a limited number of
risk sensitivities for the price of options (i.e., Delta, Gamma and
Vega) with respect to market variables; the model, however, is limited
in that it does not calculate Theta and Rho.\24\ The proposed
enhancements to the Vanilla Option Model would enable the model to
calculate Theta and Rho, in addition to Delta, Gamma and Vega.\25\
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\24\ ``Theta'' measures the change in the option value for a one
day change in the time to expiration of the option. ``Rho'' measures
the change in the option value with respect to a 1 basis point
change in the interest rate.
The Vanilla Option Model has a further limitation in that it
relies on a perturbation method of calculating Delta and Gamma,
which is less efficient than calculating Delta and Gamma from the
same tree.
\25\ The Vanilla Option Model presently calculates Delta and
Gamma using the perturbation method. The perturbation method
requires the use of two binomial trees, which introduces instability
issues. The proposed changes would result in Delta and Gamma being
calculated from a single binomial tree, which results in improved
stability.
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Smoothing Algorithm Enhancements
Presently, the Smoothing Algorithm has five limitations that would
be addressed by the proposed enhancements. First, though the Smoothing
Algorithm uses the Vanilla Option Model as a component for generating
smoothed prices, the Smoothing Algorithm uses a LR binomial tree,
whereas the Vanilla Option Model uses a JR binomial tree. The JR
binomial tree used in the current Vanilla Option Model does not account
for implied forward prices as generated in the Smoothing Algorithm.
This inconsistency in binomial trees allows for unequal put and call
volatilities and thus for potential violations of put and call parity
in margin calculations. The proposed change to the Vanilla Option Model
to use a LR binomial tree, as previously described, would not only
enhance the Vanilla Option Model but would eliminate the current
inconsistency between the Vanilla Option Model and Smoothing Algorithm
by using a LR binomial tree for both models.
Second, the Smoothing Algorithm uses index futures to approximate
theoretical spot prices for the plain vanilla listed options on certain
indices, but this method suffers from the absence of synchronization
between the futures market and the market for the underlying
indices.\26\ Trading in the underlying indices closes at 3:00 p.m.
Central Time, but trading in the index futures and plain vanilla listed
options on those indices closes at 3:15 p.m. The difference in closing
times could result in poorly smoothed prices whenever the options
trading between 3:00 p.m. and 3:15 p.m. is volatile. Poorly smoothed
prices could result in implied volatilities of poorer quality, and this
could create problems in OCC's margin and risk calculations. In order
to address this limitation, the Smoothing Algorithm would use basis
futures on the same indices to approximate theoretical spot prices.
Trading in basis futures has the benefit of closing at 3:00 p.m., which
would allow OCC to use a reported closing price.\27\ Basis futures
prices represent the spreads between the futures prices and the
underlying price; these spreads are relatively stable throughout the
day, including between their closing at 3:00 p.m. and the closing of
the index options market at 3:15 p.m., thereby providing a better
approximation of the theoretical sport prices in the plain vanilla
options at 3:15 p.m.
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\26\ Using the 3:00 p.m. index futures price suffers from
another shortcoming in that the 3:00 p.m. price is not an official
closing price, but rather it is the last trade price before 3:00
p.m. (as observed in a manual process by OCC employees).
\27\ By using the reported closing price for basis futures, the
proposed changes to the Smoothing Algorithm also would eliminates
the algorithm's reliance on a manual process to observe pre-close
futures prices.
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Third, the Smoothing Algorithm deals with unacceptably high
volatilities that are sometimes generated in the out-of-the-money
regions by capping these volatilities to a lower value. This leads to a
jump in the rate of change of the volatility with respect to the strike
and may create negative convexity of the option prices versus strike,
i.e., butterfly arbitrage opportunities. The proposed changes to the
Smoothing Algorithm would still cap unacceptably high volatilities
generated in out-of-the-money regions to a lower value, but the capping
would be done in a more gradual manner. By capping unacceptable high
volatilities in a more gradual manner, changes in the convexity of
prices would not be as discontinuous as in the current Smoothing
Algorithm, which would eliminate the opportunities for butterfly
arbitrage.
Fourth, to generate prices for short-dated FLEX options, the
Smoothing Algorithm combines the prices calculated from the prior day's
implied volatilities for all FLEX options with current market prices.
By combining the prior day's implied volatilities with current market
prices, the Smoothing Algorithm may not generate prices that are
consistent with then-current market prices.\28\ In order to address
this limitation, OCC proposes to change the Smoothing Algorithm to use
volatilities implied from current market prices of plain vanilla listed
options to price short-dated FLEX options.\29\
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\28\ The reason that the Smoothing Algorithm uses the prior
day's implied volatilities is that the implied volatilities are
received from a third-party data service provider; the provider's
quotes are delayed by one day.
\29\ The Smoothing Algorithm for long-dated FLEX options would
remain unchanged.
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Fifth, the Smoothing Algorithm currently does not have the ability
to use borrowing costs as an independent
[[Page 37376]]
input.\30\ To address this limitation, OCC proposes to modify the
Smoothing Algorithm to provide for the ability to use borrowing costs
as an independent input in the pricing of plain vanilla listed options.
Under the proposed changes, the borrowing costs for each underlying
security would be implied from at-the-money (or near at-the-money)
options listed on such security.
---------------------------------------------------------------------------
\30\ The Smoothing Algorithm currently combines borrowing costs
and dividends into a single input, referred to as ``implied
dividends,'' which is then used to price plain vanilla listed
options. However, the combined ``implied dividends'' input can
differ from the actual dividend, and this difference can result in
potential mispricing of certain types of options.
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Clearing Member Outreach
To inform Clearing Members of the proposed change, OCC has provided
overviews of the proposed changes to its Financial Risk Advisory
Council \31\ and, prior to implementing the proposed change, will
provide overviews to the OCC Roundtable,\32\ as well as through
Information Memoranda to all Clearing Members describing the proposed
change.
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\31\ The Financial Risk Advisory Council is a working group
comprised of exchanges, Clearing Members and indirect participants
of OCC.
\32\ The OCC Roundtable was established to bring Clearing
Members, exchanges and OCC together to discuss industry and
operational issues. It is comprised of representatives of the senior
OCC staff, participant exchanges and Clearing Members, representing
the diversity of OCC's membership in industry segments, OCC-cleared
volume, business type, operational structure and geography.
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Given that changes in margins are expected,\33\ OCC expects to
conduct an extended parallel implementation for Clearing Members prior
to implementation. Additionally, OCC will perform targeted and direct
outreach with Clearing Members that would be most impacted by the
proposed change and would work closely with such Clearing Members to
coordinate the implementation and associated funding for such Clearing
Members resulting from the proposed change.\34\
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\33\ OCC expects that the proposed changes, in aggregate, would
reduce total margins by a small amount. In particular, margin
reductions are expected for Clearing Members who hold risk
offsetting positions. However, the ultimate impact on any particular
Clearing Member's margin requirements would necessarily vary based
on trading strategies and market conditions. More specifically,
backtesting results for the period from March 2018 through February
2019 showed small reductions to total margins, in aggregate, with an
average difference of 1.3% between the proposed model and the
production model. At the Clearing Member level, the difference in
margin requirements between the proposed model and the production
model for Clearing Members comprising 99% of OCC's total daily
margin (such Clearing Members, the ``top Clearing Members'') on most
days of the backtesting period was less than 10%. The largest
increase and decrease to daily margin requirements observed within
top Clearing Members during the backtesting period was 42% and 30%,
respectively. On average, only 5% of the top Clearing Members
experienced a daily margin decrease or increase of 10% or greater
under the proposed model over the same period.
\34\ Specifically, OCC will discuss with those Clearing Members
how they plan to satisfy any increase in their margin requirements
associated with the proposed change.
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Implementation Timeframe
OCC expects to implement the proposed changes to the Vanilla Option
Model and Smoothing Algorithm no sooner than August 1, 2019 and no
later than one hundred eighty (180) days from the date OCC receives all
necessary regulatory approvals for the filings. OCC will announce the
implementation date of the proposed change by an Information Memo
posted to its public website no less than 6 weeks prior to
implementation.
Expected Effect on and Management of Risk
OCC believes that the proposed changes would reduce the nature and
level of risk presented by OCC because they would enhance two of the
primary components of OCC's STANS methodology by addressing five
limitations of the Vanilla Option Model and five limitations of the
Smoothing Algorithm.
With respect to the Vanilla Option Model, the proposed changes
would incorporate interest rate yield curves, forecasted dividends and
borrowing costs into the theoretical pricing of plain vanilla listed
options. Including these three inputs improves the Vanilla Option
Model's theoretical pricing and helps to preserve the consistency
between implied call volatility and implied put volatility in options
at the same strike price and same maturity. The proposed changes also
would introduce the LR binomial tree to replace the fixed, 49-step JR
binomial tree for pricing of American options. The LR binomial tree
would use a variable number of steps that increases linearly with the
expiration of an option, to more accurately price long-dated American
options. The LR binomial tree also converges at a considerably higher
rate than the JR binomial tree. The proposed changes would also enable
OCC to calculate two additional risk sensitivities--namely, Theta and
Rho--for plain vanilla listed options.
With respect to the Smoothing Algorithm, the proposed changes would
improve implied volatility smoothing by eliminating the inconsistency
between the binomial trees used by the Vanilla Option Model and the
Smoothing Algorithm and by eliminating the synchronization issue from
using the 3:00 p.m. index futures price to approximate theoretical spot
prices for plain vanilla listed options on certain indices. The
proposed changes also would improve the Smoothing Algorithm by more
gradually capping unacceptably high volatilities sometimes generated in
the out-of-the-money regions, which would eliminate the opportunities
for butterfly arbitrage, and by using borrowing costs in the pricing of
plain vanilla listed options.
The proposed model would be used by OCC to calculate margin
requirements designed to limit its credit exposures to participants,
and OCC uses the margin it collects from a defaulting Clearing Member
to protect other Clearing Members from losses as a result of the
default and ensure that OCC is able to continue the prompt and accurate
clearance and settlement of its cleared products. Accordingly, OCC
believes the proposed changes would promote robust risk management for
plain vanilla listed options and promote safety and soundness
consistent with the objectives and principles of Section 805(b) of the
Clearing Supervision Act.\35\
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\35\ 12 U.S.C. 5464(b).
---------------------------------------------------------------------------
For the foregoing reasons, OCC believes that the proposed change
would enhance OCC's management of risk and reduce the nature or level
of risk presented to OCC.
Consistency With the Clearing Supervision Act
The stated purpose of the Clearing Supervision Act is to mitigate
systemic risk in the financial system and promote financial stability
by, among other things, promoting uniform risk management standards for
systemically important financial market utilities and strengthening the
liquidity of systemically important financial market utilities.\36\
Section 805(a)(2) of the Clearing Supervision Act \37\ also authorizes
the Commission to prescribe risk management standards for the payment,
clearing and settlement activities of designated clearing entities,
like OCC, for which the Commission is the supervisory agency. Section
805(b) of the Clearing Supervision Act \38\ states that the objectives
and principles for risk management standards prescribed under Section
805(a) shall be to:
---------------------------------------------------------------------------
\36\ 12 U.S.C. 5461(b).
\37\ 12 U.S.C. 5464(a)(2).
\38\ 12 U.S.C. 5464(b).
---------------------------------------------------------------------------
Promote robust risk management;
Promote safety and soundness;
Reduce systemic risks; and
[[Page 37377]]
Support the stability of the broader financial system.
OCC believes the proposed changes are consistent with the
objectives and principles of Section 805(b) of the Clearing Supervision
Act.\39\ As described above, STANS margin requirements are comprise of
the sum of several components, each reflecting a different aspect of
risk. Two primary components of STANS are the Vanilla Option Model,
which is used to generate theoretical values, implied volatilities and
certain risk sensitivities for plain vanilla listed options, and the
Smoothing Algorithm, which is used to estimate fair prices of listed
option contracts based on their bid and ask price quotes. As explained
above, OCC proposes certain changes to address certain existing
limitations in the Vanilla Option Model and the Smoothing Algorithm. By
addressing the aforementioned limitations of the Vanilla Option Model,
OCC believes that the model will produce more accurate theoretical
valuations of plain vanilla listed options, including improved
theoretical valuations for long-dated American options. By addressing
the aforementioned limitations of the Smoothing Algorithm, OCC believes
that the proposed change will enhance implied volatility smoothing,
improve the approximate theoretical spot prices for plain vanilla
listed options on certain indices and eliminate opportunities for
butterfly arbitrage. As a result, OCC believes the proposed change
would promote robust risk management and safety and soundness while
reducing systemic risks and would thereby support the stability of the
broader financial system.
---------------------------------------------------------------------------
\39\ 12 U.S.C. 5464(b).
---------------------------------------------------------------------------
The Commission has adopted risk management standards under Section
805(a)(2) of the Clearing Supervision Act and the Act, which include
Commission Rules 17Ad-22(b)(2) and (e)(6).\40\
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\40\ 17 CFR 240.17Ad-22. See Securities Exchange Act Release
Nos. 68080 (October 22, 2012), 77 FR 66220 (November 2, 2012) (S7-
08-11) (``Clearing Agency Standards''); 78961 (September 28, 2016,
81 FR 70786 (October 13, 2016) (S7-03-14) (``Standards for Covered
Clearing Agencies''). The Standards for Covered Clearing Agencies
became effective on December 12, 2016. OCC is a ``covered clearing
agency'' as defined in Rule 17Ad-22(a)(5) and therefore OCC must
comply with section (e) of Rule 17Ad-22.
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Rule 17Ad-22(b)(2) \41\ requires, in part, that a registered
clearing agency that performs central counterparty services establish,
implement, maintain and enforce written policies and procedures
reasonably designed use margin requirements to limit its credit
exposures to participants under normal market conditions and use risk-
based models and parameters to set margin requirements. As noted above,
OCC uses STANS as its risk-based margin methodology. The proposed
changes would enhance STANS by addressing several limitations in two of
the primary components of STANS: The Vanilla Option Model and the
Smoothing Algorithm. With respect to the Vanilla Option Model, OCC
believes the proposed changes would enable the model to produce more
accurate theoretical valuations of plain vanilla listed options, and
for American options, would enable the mode to more accurately evaluate
long-dates options. With respect to the Smoothing Algorithm, OCC
believes the proposed changes will enhance the model's implied
volatility smoothing by improving the approximate theoretical spot
prices for plain vanilla listed options on certain indices and by
eliminating opportunities for butterfly arbitrage. Accordingly, OCC
believes the proposed changes would improve the methodology used to
calculate margin requirements designed to limit OCC's credit exposures
to participants under normal market conditions in a manner consistent
with Rule 17Ad-22(b)(2).\42\
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\41\ 17 CFR 240.17Ad-22(b)(2).
\42\ Id.
---------------------------------------------------------------------------
Rule 17Ad-22(e)(6)(i) and (iii) \43\ further requires OCC to
establish, implement, maintain and enforce written policies and
procedures reasonably designed to cover its credit exposures to its
participants by establishing a risk-based margin system that: (1)
Considers, and produces margin levels commensurate with, the risks and
particular attributes of each relevant product, portfolio, and market
and (2) calculates margin sufficient to cover its potential future
exposure to participants in the interval between the last margin
collection and the close out of positions following a participant
default. As noted above, the proposed changes would address certain
existing limitations in the Vanilla Option Model and the Smoothing
Algorithm, each of which is a primary component of OCC's STANS
methodology. By addressing the aforementioned limitations of the
Vanilla Option Model, OCC believes that the model will produce more
accurate theoretical valuations of plain vanilla listed options,
including improved theoretical valuations for long-dated American
options. By addressing the aforementioned limitations of the Smoothing
Algorithm, OCC believes that the proposed changes will enhance implied
volatility smoothing, improve the approximate theoretical spot prices
for plain vanilla listed options on certain indices and eliminate
opportunities for butterfly arbitrage. Accordingly, OCC believes the
proposed changes are consistent with Rule 17Ad-22(e)(6)(i) and
(iii).\44\
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\43\ 17 CFR 240.17Ad-22(e)(6)(i) and (iii).
\44\ Id.
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The changes are not inconsistent with the existing rules of OCC,
including any other rules proposed to be amended.
III. Date of Effectiveness of the Advance Notice and Timing for
Commission Action
The proposed change may be implemented if the Commission does not
object to the proposed change within 60 days of the later of (i) the
date the proposed change was filed with the Commission or (ii) the date
any additional information requested by the Commission is received. OCC
shall not implement the proposed change if the Commission has any
objection to the proposed change.
The Commission may extend the period for review by an additional 60
days if the proposed change raises novel or complex issues, subject to
the Commission providing the clearing agency with prompt written notice
of the extension. A proposed change may be implemented in less than 60
days from the date the advance notice is filed, or the date further
information requested by the Commission is received, if the Commission
notifies the clearing agency in writing that it does not object to the
proposed change and authorizes the clearing agency to implement the
proposed change on an earlier date, subject to any conditions imposed
by the Commission.
OCC shall post notice on its website of proposed changes that are
implemented.
The proposal shall not take effect until all regulatory actions
required with respect to the proposal are completed.
IV. Solicitation of Comments
Interested persons are invited to submit written data, views, and
arguments concerning the foregoing, including whether the advance
notice is consistent with the Clearing Supervision Act. Comments may be
submitted by any of the following methods:
Electronic Comments
Use the Commission's internet comment form (https://www.sec.gov/rules/sro.shtml); or
[[Page 37378]]
Send an email to [email protected]. Please include
File Number SR-OCC-2019-804 on the subject line.
Paper Comments
Send paper comments in triplicate to Secretary, Securities
and Exchange Commission, 100 F Street NE, Washington, DC 20549.
All submissions should refer to File Number SR-OCC-2019-804. This file
number should be included on the subject line if email is used. To help
the Commission process and review your comments more efficiently,
please use only one method. The Commission will post all comments on
the Commission's internet website (https://www.sec.gov/rules/sro.shtml).
Copies of the submission, all subsequent amendments, all written
statements with respect to the advance notice that are filed with the
Commission, and all written communications relating to the advance
notice between the Commission and any person, other than those that may
be withheld from the public in accordance with the provisions of 5
U.S.C. 552, will be available for website viewing and printing in the
Commission's Public Reference Room, 100 F Street NE, Washington, DC
20549 on official business days between the hours of 10:00 a.m. and
3:00 p.m. Copies of the filing also will be available for inspection
and copying at the principal office of the self-regulatory
organization.
All comments received will be posted without change. Persons
submitting comments are cautioned that we do not redact or edit
personal identifying information from comment submissions. You should
submit only information that you wish to make available publicly.
All submissions should refer to File Number SR-OCC-2019-804 and
should be submitted on or before August 15, 2019.
By the Commission.
Jill M. Peterson,
Assistant Secretary.
[FR Doc. 2019-16312 Filed 7-30-19; 8:45 am]
BILLING CODE 8011-01-P