Option Strategies

Follow these steps to implement the protective collar strategy:

1. In the Initializeinitialize method, set the start date, set the end date, subscribe to the underlying Equity, and create an Option universe.

private Symbol _equitySymbol, _optionSymbol;

public override void Initialize()
{
    SetStartDate(2017, 4, 1);
    SetEndDate(2017, 4, 30);
    SetCash(100000);
    UniverseSettings.Asynchronous = true;
    _equitySymbol = AddEquity("GOOG").Symbol;
    var option = AddOption("GOOG", Resolution.Minute);
    _optionSymbol = option.Symbol;
    option.SetFilter(-10, 10, 0, 30);
}

def Initialize(self) -> None:
    self.SetStartDate(2017, 4, 1)
    self.SetEndDate(2017, 4, 30)
    self.SetCash(100000)
    self.UniverseSettings.Asynchronous = True
    self.equity_symbol = self.AddEquity("GOOG").Symbol
    option = self.AddOption("GOOG", Resolution.Minute)
    self.option_symbol = option.Symbol
    option.SetFilter(-10, 10, 0, 30)

2. In the OnDataon_data method, select the Option contracts.

public override void OnData(Slice slice)
{
    if (Portfolio.Invested) return;

    // Get the OptionChain
    var chain = slice.OptionChains.get(_optionSymbol, null);
    if (chain == null || chain.Count() == 0) return;

    // Select an expiry date
    var expiry = chain.OrderBy(x => x.Expiry).Last().Expiry;

    // Select the call and put contracts that expire on the selected date
    var calls = chain.Where(x => x.Expiry == expiry && x.Right == OptionRight.Call);
    var puts = chain.Where(x => x.Expiry == expiry && x.Right == OptionRight.Put);
    if (calls.Count() == 0 || puts.Count() == 0) return;

    // Select the OTM contracts
    var call = calls.OrderBy(x => x.Strike).Last();
    var put = puts.OrderBy(x => x.Strike).First();

def on_data(self, slice: Slice) -> None:
    if self.portfolio.invested: return

    # Get the OptionChain
    chain = slice.option_chains.get(self.symbol, None)
    if not chain: return

    # Select an expiry date
    expiry = sorted(chain, key = lambda x: x.expiry)[-1].expiry

    # Select the call and put contracts that expire on the selected date
    calls = [x for x in chain if x.right == OptionRight.CALL and x.expiry == expiry]
    puts = [x for x in chain if x.right == OptionRight.PUT and x.expiry == expiry]
    if not calls or not puts: return

    # Select the OTM contracts
    call = sorted(calls, key = lambda x: x.strike)[-1]
    put = sorted(puts, key = lambda x: x.strike)[0]

3. In the OnDataon_data method, submit the orders.

Sell(call.Symbol, 1);    // Sell the OTM call
Buy(put.Symbol, 1);      // Buy the OTM call
Buy(_equitySymbol, 100); // Buy 100 shares of the underlying stock

self.Sell(call.Symbol, 1)          # Sell the OTM call
self.Buy(put.Symbol, 1)            # Buy the OTM put
self.Buy(self.equity_symbol, 100)  # Buy 100 shares of the underlying stock

This is a limited-profit-limited-loss strategy. The payoff is

$$ \begin{array}{rcll} C_T & = & (S_T - K^{C})^{+}\\ P_T & = & (K^{P} - S_T)^{+}\\ Payoff_T & = & (S_T - S_0 - C_T + P_T + C_0 - P_0)\times m - fee \end{array} $$ $$ \begin{array}{rcll} \textrm{where} & C_T & = & \textrm{Call value at time T}\\ & P_T & = & \textrm{Put value at time T}\\ & S_T & = & \textrm{Underlying asset price at time T}\\ & K^{C} & = & \textrm{Call strike price}\\ & K^{P} & = & \textrm{Put strike price}\\ & Payoff_T & = & \textrm{Payout total at time T}\\ & S_0 & = & \textrm{Underlying asset price when the trade opened}\\ & C_0 & = & \textrm{Call price when the trade opened (credit received)}\\ & P_0 & = & \textrm{Put price when the trade opened (debit paid)}\\ & m & = & \textrm{Contract multiplier}\\ & T & = & \textrm{Time of expiration} \end{array} $$

The following chart shows the payoff at expiration:

The maximum profit is $K^{C} - S_T + C_0 - P_0$. It occurs when the underlying price is at or above the strike price of the call at expiration.

The maximum profit is $S_T - K^{P} + C_0 - P_0$. It occurs when the underlying price is at or below the strike price of the put at expiration.

If the Option is American Option, there is risk of early assignment on the sold contract.

The following table shows the price details of the assets in the algorithm:

Asset	Price ($)	Strike ($)
Call	2.85	845.00
Put	6.00	822.50
Underlying Equity at expiration	843.19	-

Therefore, the payoff is

$$ \begin{array}{rcll} C_T & = & (S_T - K^{C})^{+}\\ & = & (843.19-845.00)^{+}\\ & = & 0\\ P_T & = & (K^{P} - S_T)^{+}\\ & = & (822.50-843.19)^{+}\\ & = & 0\\ Payoff_T & = & (S_T - S_0 - C_T + P_T + C_0 - P_0)\times m - fee\\ & = & (843.19-833.17+0-0+2.85-6.00)\times100-1.00\times3\\ & = & 684\\ \end{array} $$

So, the strategy gains $684.

The following algorithm implements a protective collar Option strategy: