How To Find The Best Options Trade Using Theoretical Values

Discussion in 'Options' started by Matt_ORATS, Mar 13, 2022.

  1. Matt_ORATS

    Matt_ORATS Sponsor

    Typically, traders will use the middle price between an options bid and ask to think about a fair value. Problems occur using this mid price method:

    • when markets are wide,
    • when a bid and ask are temporarily off from their normal levels based on recent demand, or
    • when the entire expiration month or implied volatility is temporarily off based on underlying factors.
    Theoretical values can be used to help with these shortcomings. Three types of theos used by ORATS are based on the following:

    • smoothing the implied volatilities of all strikes in an expiration,
    • a distribution of returns from the underlying asset, and
    • a forecast of volatility based on historical movement.
    By incorporating theoretical values into scanning tools and trade analysis tools, options traders can choose the best options trades and add confidence they are getting their money's worth for a trade. For example, below is the ORATS Options Scanner with S% representing smooth edge, D% as distribution edge and F% being forecast edge.

    [​IMG]

    Option number 1 has the lowest D% at 25.8% but the highest forecast edge 6.9% and smooth edge 1.6%.

    Smooth Edge - S%
    To calculate a smoothed theoretical value, the implied volatility skew of an expiration is used to draw a smooth curve. To start, IVs are calculated using appropriate interest rate and dividend yields. Call and put IVs should be lined up using a residual yield using put call parity. Having more put and call data points creates more confidence in the smooth curve. More information on ORATS smooth market values (SMV) can be found in these other blogs. ORATS header of S% indicates the theoretical edge of the smoothed theoretical value divided by the options mid point.
    Below is from the ORATS Chain showing the smoothing and where the three options fall on the curve indicated by green circles for the buys and red for the sells.

    [​IMG]

    Note that for all edge calculations, smooth, distribution and forecasts, the minimum divisor is the greater of the options trade price and the minimum margin for a trade. The minimum margin is $0.375 times the number of options in a trade. For example, a single leg option has a minimum margin of $0.375. A vertical has two options for a minimum of $0.75. A three option trade like a call 1x2 (1call x -2calls) or put spread collar (1put x -1put x -1call) has $1.125 minimum divisor. A four option trade like an iron condor or butterfly (1 x -2 x 1) has a minimum margin of $1.50.
    For example, option number 3 above with a trade price of $-0.03 instead would use as a denominator of $1.50 and a numerator of the Smooth value of $-0.02 giving an edge of $0.01 / $1.50 = 0.7%
    [​IMG]

    Distribution Edge - D%
    Observing changes in the underlying price over the same number of days as the trade and placing those observations into 21 buckets creates a distribution of returns. To normalize the distribution for periods of high volatility, returns are adjusted using implied volatility at the time of the observation. Multiplying the terminal values of an options trade at each bucket's mid price times the probability of ending up at that bucket gives an expected value for the options trade. For example above, the distribution bars represent the probability and the terminal value is denoted by a solid line and red for losses and green for gains. Multiplying the bars time the terminal values gives a distribution theoretical value of $0.43 for an edge of 30.7% (0.43/1.50 slightly off due to rounding).
    Forecast Edge - F%
    Using historical volatility and skew readings to forecast future volatility is another way to create a theoretical value. The forecast value from the trade above is $0.03, very close to the mid price of the trade of $-0.03. Observing the historical volatility - cyan colored line - graphed on the implied volatility in blue below in the ORATS TradeBuilder, the lines are touching at the end. This makes for a forecast close to the implied volatility of the trade. Other factors that go into the ORATS forecast are explained here.
    [​IMG]

    Summary
    Using theoretical values in addition to mid point prices between the bid and ask give the trader more confidence, understanding, and a way to compare alternative trades.
    Smoothing values are the most comparable and should be closest to the mid price. These two prices diverge when there are wide markets or there is an anomaly in the options prices.
    Distribution values will likely be farther away from the mid price than the smoothed price, but this does not devalue the method. Distribution values often point out differences in the look of the payoff diagram of the terminal values and hidden value can be found. For example, in a non-normal distribution as observed in SPY above, the shape of the various butterfly payoffs matter on how they are overlay with the distributions to calculate the D% values.
    Forecast values will also diverge from the mid price more than the smoothed values do. Forecasts use skew information in addition to historical volatility to produce a forecasted surface.
    Adding these additional theoretical values can help identify the best option trade based on what is important to the trader.
     
  2. Matt, what causes options to price below intrinsic value? It happens with wide spread options and occurred during the GME squeeze. I read about people selling calls $30 below intrinsic value. When someone buys/sells a call or put do the MMs buy-sell the equivalent delta in shares immediately?


    I ask because I see the sweeps and the stock price goes nuts! Starting up my ORats again because it’s worth it’s weight in gold!
     
    ajacobson and Matt_ORATS like this.
  3. taowave

    taowave

    Even if the stock is impossible to borrow,I believe you can sell stock and same day exercise. Haven't done it in a while,I think it's called short exempt..

    If I am right,unless you are a complete numnuts,you would never sell a deep call at at a30 dollar discount to parity,especially in a short squeeze..Just sell stock short exempt and same day exercise




     
    TrailerParkTed likes this.
  4. newwurldmn

    newwurldmn

    that could be because they were selling close to intrisinic when they put the order in and in those 2 seconds the stock moved $30.
     
    TrailerParkTed likes this.
  5. Matt_ORATS

    Matt_ORATS Sponsor

    Options would not be worth less than true intrinsic. People may sell options when there is not enough liquidity in the underlying. I traded stock and options in GME those fateful days and it was totally nuts. You could see the stock move $100 in a couple of seconds. It could also be a timing issue on the tape.
    Email me and I'll give you access to the new Dashboard. It is still in Beta.
     
    Gambit, easymon1 and TrailerParkTed like this.