Option Strategies

Follow these steps to implement the naked put strategy:

1. In the Initializeinitialize method, set the start date, end date, starting cash, and Options universe.

private Symbol _put, _symbol;

public override void Initialize()
{
    SetStartDate(2014, 1, 1);
    SetEndDate(2014, 3, 1);
    SetCash(100000);
    UniverseSettings.Asynchronous = true;
    var option = AddOption("IBM");
    _symbol = option.Symbol;
    option.SetFilter(-3, 3, 0, 31);
}

def initialize(self) -> None:
    self.set_start_date(2014, 1, 1)
    self.set_end_date(2014, 3, 1)
    self.set_cash(100000)
    self.universe_settings.asynchronous = True
    option = self.add_option("IBM")
    self._symbol = option.symbol
    option.set_filter(-3, 3, 0, 31)
    self.put = None

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

public override void OnData(Slice slice)
{
    if (_put != null && Portfolio[_put].Invested) return;

    if (!slice.OptionChains.TryGetValue(_symbol, out var chain)) return;

    // Find ATM put with the farthest expiry
    var expiry = chain.Max(x => x.Expiry);
    var atmCall = chain
        .Where(x => x.Right == OptionRight.Call && x.Expiry == expiry)
        .OrderBy(x => Math.Abs(x.Strike - chain.Underlying.Price))
        .FirstOrDefault();

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

    chain = slice.option_chains.get(self.symbol)
    if not chain:
        return

    # Find ATM put with the farthest expiry
    expiry = max([x.expiry for x in chain])
    put_contracts = sorted([x for x in chain
        if x.right == Optionright.call and x.expiry == expiry],
        key=lambda x: abs(chain.underlying.price - x.strike))

    if not put_contracts:
        return

    atm_put = put_contracts[0]

3. In the OnDataon_data method, call the OptionStrategies.NakedPut method and then submit the order.

var nakedCall = OptionStrategies.NakedPut(_symbol, atmCall.Strike, expiry);
Buy(nakedCall, 1);

_put = atmCall.Symbol;

naked_put = OptionStrategies.naked_put(self.symbol, atm_put.strike, expiry)
self.buy(naked_put, 1)

self.put = atm_put.symbol

Option strategies synchronously execute by default. To asynchronously execute Option strategies, set the asynchronous argument to Falsefalse. You can also provide a tag and order properties to the Buy method.

Buy(optionStrategy, quantity, asynchronous, tag, orderProperties);

self.Buy(option_strategy, quantity, asynchronous, tag, order_properties)

The payoff of the strategy is

$$ \begin{array}{rcll} P^{K}_T & = & (K - S_T)^{+}\\ P_T & = & (P^{K}_0 - P^{K}_T)\times m - fee \end{array} $$ $$ \begin{array}{rcll} \textrm{where} & P^{K}_T & = & \textrm{Put value at time T}\\ & S_T & = & \textrm{Underlying asset price at time T}\\ & K & = & \textrm{Put strike price}\\ & P_T & = & \textrm{Payout total at time T}\\ & P^{K}_0 & = & \textrm{Put price when the trade opened (credit received)}\\ & m & = & \textrm{Contract multiplier}\\ & T & = & \textrm{Time of expiration} \end{array} $$

The following chart shows the payoff at expiration:

The maximum profit is $P^{K}_0$, which occurs when the underlying price is at or above the strike price of the put at expiration.

The maximum loss is $K - P^{K}_0$, which ocurrs when the underlying price drops to zero.

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 ($)	Strike ($)
Put	1.37	185.00
Underlying Equity at expiration	190.01	-

Therefore, the payoff is

$$ \begin{array}{rcll} P^{K}_T & = & (K - S_T)^{+}\\ & = & (185 - 190.01)^{+}\\ & = & 0.0\\ P_T & = & (P^{K}_0 - P^{K}_T)\times m - fee\\ & = & (1.37 - 0.0)\times m - fee\\ & = & 1.37 \times 100 - 1\\ & = & 136 \end{array} $$

So, the strategy gains $136.

The following algorithm implements a naked put strategy: