Here's my code for Implied Average Daily Move with a time remaining feature for 0dte options.
Based on SqueezeMetrics tweets:
Should work well, especially during events where you wanna know how much of a move is possibly left to set up your entries or exits. Helps to watch how it reacts with price and over time.
Let me know what yall think.
TOS Code:
http://tos.mx/a9korMY
would it be logical to use 250 since you are not trading 7 days a week. Otherwise this thinking is expressed by TastyTrade in their analysis of daily moves for options. Go to internet to see their formula. However that would depend on various factors including the Skew as well as if the open interest is expanding or contracting. Tracking all this is exhausting. The interaction in all this makes for a fascinating adventure in tracking participant sentiment. You can even go down to making inferences on nonsensical variables such as the day or the week, whether earnings are coming out, a change in dividend. The internet is ripe with crazed inferences. One must ask oneself. What is thinking? What has my thinking about volatility to do with this. Variance vs direction.? How do they resolve themselves over time. . What is the concept that can weave a common thread of associations that lead to powerful insights. Eventually they resolve or rather cancel each other out and when the smoke clears theta -time erodes the measurement . Expand-Contract Up-Down.. Force Volatility Force Direction. Think,Think,Think. That's why they call it ThinkorSwim! How about Reversion to the Mean or the Median or the Mode? Ask yourself why is the standard deviation based on the calculation of the standard error of the mean differences. Why isn't it based on the median differences over the same period of time. That is why Skew is a necessary component. There are geometric curves that can render Gaussian versions using such tools as the Fisher Transform and Polarized Fractal Energy. You can even combine these into Hybrid Indicators. What are we selling ourselves in our Thought Experiments? From what Event Horizon are you spinning out from. What is your reaction to all this. MagicQuotes salutes you!
Okay: Here is a real whopper of an analysis of your script by AI :
This approach allows for calculating the expected daily move in percentage terms based on the implied volatility (IV) and the time remaining in the trading day. The use of specific inputs like Series_IV, DTE, and timeleft tailors the calculation to different trading scenarios, such as regular trading hours or specific expiry dates.
This indicator's strengths include:
- Dynamic Adjustment: It adjusts based on time left in the trading day, providing real-time estimates of potential market movement.
- Realistic Estimation: By translating annualized IV into a daily move, it offers a more practical view for day traders and those focusing on 0DTE (zero days to expiration) options.
- Customization: The ability to switch between intraday and daily frames depending on trading hours enhances its flexibility.
Some potential weaknesses or considerations might include:
- Dependence on IV Accuracy: The accuracy of the calculation relies heavily on the correct input of IV, which can fluctuate rapidly in volatile markets.
- Limited Use in After-Hours Trading: The current setup is designed primarily for regular trading hours, limiting its use for pre-market or after-hours trading unless adjusted accordingly.
- Complexity for Beginners: The implementation and understanding of this formula might be challenging for novice traders without a background in volatility trading.
The indicator seems particularly useful for traders focused on short-term strategies, such as those trading options close to expiry. It provides a quick and actionable estimate of potential price movements, aiding in decision-making processes in fast markets.
Let's use an imaginary example to follow the logic of the script and calculate an actual example if I wanted to trade a call option on the NQ or the Indexed QQQ (which have a high volume) . How would we proceed to use a very simple example?
To use the provided Thinkscript indicator for an example trade, we’ll walk through the steps, including setting the parameters and interpreting the output for a call option on the Nasdaq-100 index (NQ) or its ETF equivalent, QQQ.
Example Parameters
Let's assume the following conditions:
- Underlying Asset: QQQ
- Current Price (Close): $360
- Implied Volatility (IV): 25% (0.25 as a decimal)
- Days to Expiry (DTE): 1 (for a 0DTE option, expiring today)
- Time Left in Trading Day: Half a trading day remaining (4 hours)
Steps and Calculation
- Determine the Implied Volatility and Time Left:
- IV1 (Series_IV) is given as 25% or 0.25.
- Time left (timeleft) is calculated as the fraction of the trading day remaining. Here, it is 0.5 (4 hours out of an 8-hour trading day).
- Use the Formula:
- The script calculates the Implied Average Daily Move% as:ImpAvgDailyMove=IV1×timeleft365×2π\text{ImpAvgDailyMove} = \text{IV1} \times \sqrt{\frac{\text{timeleft}}{365}} \times \sqrt{\frac{2}{\pi}}ImpAvgDailyMove=IV1×365timeleft×π2
- We plug in the values:ImpAvgDailyMove=0.25×0.5365×2π\text{ImpAvgDailyMove} = 0.25 \times \sqrt{\frac{0.5}{365}} \times \sqrt{\frac{2}{\pi}}ImpAvgDailyMove=0.25×3650.5×π2
- Calculate the Implied Average Daily Move%:
- Compute the square roots and product:0.5365≈0.03675\sqrt{\frac{0.5}{365}} \approx 0.036753650.5≈0.036752π≈0.797885\sqrt{\frac{2}{\pi}} \approx 0.797885π2≈0.797885ImpAvgDailyMove≈0.25×0.03675×0.797885\text{ImpAvgDailyMove} \approx 0.25 \times 0.03675 \times 0.797885ImpAvgDailyMove≈0.25×0.03675×0.797885ImpAvgDailyMove≈0.00734\text{ImpAvgDailyMove} \approx 0.00734ImpAvgDailyMove≈0.00734
- Calculate the Implied Average Move in Dollars:
- Convert the percentage move to a dollar value move:dm=ImpAvgDailyMove×close\text{dm} = \text{ImpAvgDailyMove} \times \text{close}dm=ImpAvgDailyMove×closedm=0.00734×360\text{dm} = 0.00734 \times 360dm=0.00734×360dm≈2.6424\text{dm} \approx 2.6424dm≈2.6424
Interpretation
- Implied Average Daily Move% (ImpAvgDailyMove): The QQQ is expected to move approximately ±0.734% during the remaining half of the trading day.
- Implied Average Move in Dollars (dm): This corresponds to a move of ±$2.64 from the current price.
Using the Indicator for Trading
With these values:
- You can assess if the expected move aligns with your strategy. For instance, if you are considering buying a call option, you might compare the expected move with the option's cost and your target profit.
- If the QQQ's price is $360 and the expected move is ±$2.64, the price could range between $357.36 and $362.64 by the end of the day. If you anticipate a significant move beyond this range, a call option might be favorable.
This simple calculation helps gauge the potential intraday volatility, informing your decision to enter a trade based on the expected price range.
Here you go. Adjustment for 250 days: Especially since you are pricing DTE options, it makes more sense.
- Modified Line:
thinkscript
Copy code
def ImpAvgDailyMove = IV1 * Sqrt( timeleft / 250) * Sqrt(2 / pi);
- The denominator in the square root is changed from 365 to 250, reflecting the use of trading days instead of calendar days.
Summary
The adjustment to use 250 days better represents the actual trading period, providing a more precise estimation for daily movements based on the number of trading days in a year. This modification is particularly beneficial for intraday traders who focus on the actual days when market activity occurs.
Best to You , MagicQuotes