
The Average True Range (ATR) is a technical analysis tool that measures volatility by calculating the true range of an asset's price movement over a given period. It's a crucial indicator for traders to gauge market volatility and make informed decisions.
The ATR is calculated by taking the highest high, lowest low, and the absolute value of the difference between the current and previous close prices. This calculation provides a clear picture of the asset's price movement.
A high ATR value indicates high volatility, while a low ATR value suggests low volatility. This information can be used to adjust trading strategies accordingly.
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What is Average True Range?
The Average True Range (ATR) is a technical analysis indicator that measures market volatility by decomposing the entire range of an asset price for that period. It was introduced by market technician J. Welles Wilder Jr. in his book New Concepts in Technical Trading Systems.
The ATR is calculated by taking the greatest of three values: the current high less the current low, the absolute value of the current high less the previous close, and the absolute value of the current low less the previous close. This value is then used to calculate a moving average, which is typically 14 days.
The stock closed the day again with an average volatility (ATR) of $1.18, showing how the ATR is used to measure volatility. This value can be used to gauge the level of volatility in the market.
The ATR is not used to indicate the direction of price, but rather to measure volatility, especially volatility caused by price gaps or limit moves. It's a metric used solely to gauge the level of market volatility.
The look back period to use for the ATR is at the trader's discretion, however 14 days is the most common. This can be adjusted depending on the trader's needs and preferences.
The ATR can be used with varying periods, such as daily, weekly, or intraday, however daily is typically the period used. This allows traders to choose the period that best suits their trading strategy.
A common period used for ATR is 14 days, but traders can use shorter periods to generate more trading signals, while longer periods have a higher probability to generate fewer trading signals.
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Calculating Average True Range
To calculate the Average True Range (ATR), you first need to find a series of true range values for a security. The price range of an asset for a given trading day is its high minus its low.
The true range extends to yesterday's closing price if it was outside of today's range. The true range is the largest of the high minus low, absolute value of high minus previous close, and absolute value of low minus previous close.
You can use the formula (H - L) to find the true range, where H is the high and L is the low. For example, if the high is $21.95 and the low is $20.22, the true range would be $1.73.
To calculate the ATR, you need to use the ATR formula: (1/n) ∑i n TRi, where n is the number of periods. You'd calculate the TR for each of the n days and add them up.
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The ATR can be calculated using the formula: (Previous ATR * (n - 1) + TR) / n. This formula is much simpler because you only need to calculate the TR for one day.
Here's a step-by-step example of how to calculate the ATR:
1. Find the true range for each day using the formula (H - L).
2. Calculate the average true range using the formula (1/n) ∑i n TRi.
3. Use the ATR formula to calculate the ATR for the current period.
For example, if the true range for each day is $1.73, $1.15, $1.16, $1.12, $1.15, $1.16, $1.09, $1.17, $1.14, $1.15, $1.16, $1.14, $1.16, $1.17, the average true range would be $1.18.
The first ATR value is calculated using the arithmetic mean formula: (1/n) ∑i n TRi. This first value is the first in the time series, not the most recent, and is n periods from the beginning of the chart.
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Understanding Average True Range
Average True Range (ATR) is a measure of price movement that takes into account any gaps in the price movement. It's the average of true ranges over a specified period.
A good ATR depends on the asset, and if it's generally around $1.18, it's performing normally. If it suddenly increases or decreases, it may indicate a need for further investigation.
The ATR calculation is based on 14 periods, which can be intraday, daily, weekly, or monthly. This can be adjusted to measure recent or longer-term volatility.
A stock with a high ATR has a high level of volatility, while a lower ATR indicates lower volatility. The ATR is a useful tool to add to a trading system, especially for exit methods.
The ATR can also give a trader an indication of what size trade to use in the derivatives markets, taking into account the underlying market's volatility and the trader's willingness to accept risk.
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Here are some common uses of ATR values:
- An ATR of $1.18 means the price has an average range of movement of $1.18 per trading day.
- An expanding ATR indicates increased volatility in the market.
- A low ATR value indicates a series of periods with small ranges (quiet days).
- ATR is very useful for stops or entry triggers, signaling changes in volatility.
A multiple of ATR, such as 1.5 x ATR, can be used to catch abnormal price moves. This can be especially useful in identifying strength behind a price move or a reversal.
Using Average True Range in Trading
The Average True Range (ATR) indicator is a powerful tool for evaluating an investment's price volatility. It can be used in conjunction with other indicators and tools to enter and exit trades or decide whether to purchase an asset.
ATR is not directional, so an expanding ATR can indicate selling pressure or buying pressure. High ATR values usually result from a sharp advance or decline and are unlikely to be sustained for extended periods.
To use ATR in trading, you can estimate its value by multiplying the previous value by the number of days less one and then adding the true range for the current period. This formula can be repeated over the entire period to get a sequential ATR value.
Here are some key points to keep in mind when using ATR:
- An expanding ATR indicates increased volatility in the market.
- A low ATR value indicates a series of periods with small ranges (quiet days).
- ATR is very useful for stops or entry triggers, signaling changes in volatility.
ATR can also be used as an element of position sizing in financial trading. Current ATR value (or a multiple of it) can be used as the size of the potential adverse movement (stop-loss distance) when calculating the trade volume based on trader's risk tolerance.
Using Indicators in Trading
The Average True Range (ATR) is a versatile indicator that can be used in various ways to enhance trading decisions. It's a trend strength gauge that helps identify potential breakouts and reversals.
In trading, ATR is used to evaluate an investment's price volatility, making it a valuable tool for entering and exiting trades. This is especially true when combined with other indicators and tools.
To calculate the ATR, you need to find a series of true range values for a security. This involves determining the three terms from the formula: (H - L), (H - Cp), and (L - Cp), where H is the high, L is the low, and Cp is the previous close.
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A high ATR value usually results from a sharp advance or decline, and it's unlikely to be sustained for extended periods. On the other hand, a low ATR value indicates a series of periods with small ranges, often found during extended sideways price action.
To use ATR in trading, you can add it to the closing price and buy whenever the next day's price trades above that value. This idea can help identify significant breakout points.
The ATR formula is (1/n) ∑ (H - L) for the previous n days. For example, using 14 days as the number of periods, you'd calculate the TR for each of the 14 days and add up all the results from the (H - L) column.
Here's a simplified example of how to calculate the ATR for the current period using the previous ATR: (Previous ATR (n - 1) + TR) / n.
Apart from being a trend strength gauge, ATR serves as an element of position sizing in financial trading. The current ATR value (or a multiple of it) can be used as the size of the potential adverse movement (stop-loss distance) when calculating the trade volume based on trader's risk tolerance.
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Futures vs. Stocks
Futures traders and analysts typically use Average True Range (ATR) to calculate volatility, while stock traders and analysts prefer standard deviation of log price ratios.
The reason for this difference lies in how prices are adjusted historically. Back-adjustments are often employed when splicing together individual monthly futures contracts to form a continuous futures contract spanning a long period of time.
This process involves adding or subtracting a constant to every price, which doesn't affect the volatility calculated by ATR. In contrast, standard deviation of logarithmic price ratios is not invariant to such adjustments.
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Limitations and Considerations
The ATR indicator isn't perfect, and it's essential to understand its limitations.
A single ATR value is subjective and open to interpretation, so it's crucial to compare it against earlier readings to get a feel of a trend's strength or weakness.
The ATR only measures volatility and not the direction of an asset's price, which can lead to mixed signals, especially during market pivots or turning points.
A sudden increase in ATR following a large move counter to the prevailing trend might trick some traders into thinking it's confirming the old trend, but that's not always the case.
ATR values are calculated using absolute values of differences in price, which means securities with higher price values will have inherently higher ATR values.
A trader can't compare ATR values of multiple securities, as what's considered high for one might not be the same for another.
Ford's price over $17 and ATR of less than 1 is a great example of how ATR values can vary significantly between securities.
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Summary
Average true range (ATR) is a measure of volatility that helps traders gauge the amount of change in a stock's price over a given period.
ATR is calculated by taking the average of the true ranges for a specific period, typically 14 days.
The true range is the greatest of the following: the absolute value of the current high minus the current low, the absolute value of the current high minus the previous close, or the absolute value of the current low minus the previous close.
A higher ATR indicates higher volatility, while a lower ATR suggests lower volatility.
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Frequently Asked Questions
What is a good Average True Range?
A good Average True Range (ATR) varies by asset, but a normal range is typically around $1.18. If your asset's ATR exceeds this, it may indicate unusual market activity worth investigating.
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