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TradingSolutions Function Library
| Linear Regression Correlation Coefficient [R] |
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The Linear Regression Correlation Coefficient function determines the extent of a linear relationship of a field to time over a given period of time using the Pearson product moment correlation coefficient.
Parameters ------------------ Data The data to use in the relationship. This is typically a field in a data series or a calculated value. Period The number of bars of data to include in the relationship, including the current value. For example, a period of 3 includes the current value and the two previous values.
Function Value ------------------------ The Pearson product moment correlation coefficient is typically represented by the letter r. It has a range from -1 to 1.
Value Meaning ------------------------------ 1 Perfect Correlation 0 No Correlation -1 Perfect Inverse Correlation
The relationship at the beginning of a data series is not defined until there are enough values to fill the given period.
Note that this function uses the bar number and not the actual number of days. This makes it effective for determining trends over trading days. Since this function measures the linear relationship of a field to time, a return value of 1 would indicate that the field has increased by the same amount in each new record.
The Pearson product moment correlation coefficient (r) is frequently squared and then refered to as r-squared. The meaning and overall range of the values is the same, but squaring the value clusters less-correlated values closer to zero.
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