Fractal Regression Bands [DW]

2018년 1월 21일

This study is an experimental regression curve built around fractal and ATR calculations.
First, Williams Fractals are calculated, and used as anchoring points.
Next, high anchor points are connected to negative sloping lines, and low anchor points to positive sloping lines. The slope is a specified percentage of the current ATR over the sampling period.
The median between the positive and negative sloping lines is then calculated, then the best fit line (linear regression) of the median is calculated to generate the basis line.
Lastly, a Golden Mean ATR is taken of price over the sampling period and multiplied by 1/2, 1, 2, and 3. The results are added and subtracted from the basis line to generate the bands.

Williams Fractals are included in the plots. The color scheme indicated whether each fractal is engulfing or non-engulfing.

Custom bar color scheme is included.

2019년 1월 13일

릴리즈 노트

Updates:

Due to inefficiencies and its arbitrary nature, the slope factor calculation has been removed from the script.

Due to the linear regression's significant amount of overshoot, especially at greater sampling lengths, the basis line is now calculated using exponential smoothing, which fits the price series much better with minimal overshoot.

Changed the size of the fractal signals.