Tuesday, August 19, 2014

Option Volatility and Pricing - Natenberg

Ch1

  • Options futures are settled like stock, so they are unrealized gains / losses until position closes.  This is in contrast to futures, which are settled at the eod where all gains / losses are realized and deposited into each person's acct.
  • Modelling 
    • Time to expiration
      • For volatility purposes we're only interested in trading days
      • For interest rate purposes we must include every day
    • Price of Underlying
      • Use the price which will establish a hedge in the underlying. 
        • Sell calls / buy puts use the ask
        • Buy calls / sell puts use the bid (long delta offset against short delta)
    • Interest Rates
      • With stock type settlement - higher interest rate lowers value of option
      • Higher interest raises stock price, but also increase carrying cost, which lowers value of option
      • If you have 60 days until expiration, use 60 day t bill, find the appropriate t-bill that matches the option expiration
    • Dividends
      • If dividend is delayed, call options increase in value, puts decrease
    • Volatility
      • Daily STD - 256 trading days / year, so divide annual volatility by 16 to get the 1std of daily returns.  Ie: if 20% volatility, one would expect < 1.25% or less daily price change 2 / 3 days, and < 2.5% 19/20 days (2 std)
      • Weekly STD - 52 weeks / year, so divide by 7.2.  20%/7.2  = < 2.75% for every 2/3 weeks
  • Option Characteristics
    • Delta is also approximately the % that option will finish in the money.  It's also the hedge ratio against the underlying
      • For contracts w/ longer expiration the ATM 50 delta option will not always be the one closest to the current price, but the price * interest rate
    • Gamma is directional risk
      • ATM have highest gamma
    • Theta is time decay
      • gamma and theta have opposite signs and are negatively correlated.  the market will either move (gamma) or stay still (theta)
    • Vega of all options decline as expiration approaches, so long term options are always more sensitive to vega than short term
    • These greeks help you identify risks to make good decisions, not remove risk.  A trader that over analyzes these greeks will suffer analysis through paralysis and will be unable to make money.  The point is to find out which risks are acceptable and which are not.
  • Spreads
    • Volatility spreads should be constructed so that they are almost delta neutral
      • these are concerned primarily with the magnitude of movement in the underlying, not the direction
      • volatility consideration should always be more important than delta consideration, if not, the trade is not a volatility spread
    • Spreads which are helped by movement in the underlying have positive gamma, and hurt by movement have negative gamma
      • positive gamma is said to be long premium and hoping for a volatile market with large moves in the underlying
      • negative gamma  is short premium
      • any positive gamma trade will have a negative theta, and vice versa
    • Spreads helped by rise in volatility have positive vega
    • Every volatility spread can be placed in 4 categories

Category
Gamma
Vega
Backspread
Positive
Positive
Ratio Vertical Spread
Negative
Negative
Long Time Spread
Negative
Positive
Short Time Spread
Positive
Negative
    • if IV is high, look for spreads with negative vega, if IV is low look for spreads with positive vega
    • long time spreads are likely to be profitable when IV is low but expected to rise, short time spreads is opposite
  • Adjustments
    • adjust at regular intervals - adjust based on your volatility estimate, ie: daily volatility estimate, require daily adjustments
    • adjust at predetermined delta - if you're willing to take directional risk, allow for delta up to a certain point
    • adjust by feel - if the position's gamma will put you at a certain level of delta at a particular price level(positive delta at support), and you're correct, you will have saved yourself an unprofitable adjustment
  • Risk Adjustments - which risks are you comfortable with?
    • Theoretical Edge is what you determine to be the correct value for the option greeks.
    • Delta Risk - risk that underlying will move in one direction over the other
      • neutral position doesn't eliminate all risk, but it is immune to directional risk in a limited range
    • Gamma Risk - risk of a large move in the underlying.  
      • negative gamma position can quickly lose its theoretical edge with a large move in the underlying contract.  the consequence of this move must always be evaluated when analyzing each position
    • Theta Risk -risk that time passes w/ no movment. 
      • if you have positive gamma, how long can you wait before the theoretical edge disappears.  If the movement fails to appear in 1 day, 1 week, ect...does that negate the edge?
    • Vega Risk - risk that volatility entered into model is incorrect
      • vega is a risk present in every position, how much can volatility move before the potential profit from a position disappears
    • Rho risk - risk that interest rate changes over the life of the option

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