is a linear approach to modeling the relationship between a dependent variable and one or more independent variables.
In , the relationships are modeled using linear predictor functions whose unknown model parameters are estimated from the data.
The regression channel in this study is modeled using the least squares approach with four base average types to choose from:
-> Moving Average ( )
-> ( )
-> ( )
-> ( )
When using , if no is present, the calculation will automatically switch to tick , making it compatible with any cryptocurrency, stock, currency pair, or index you want to analyze.
There are two window types for calculation in this script as well:
-> Continuous, which generates a regression model over a fixed number of bars continuously.
-> Interval, which generates a regression model that only moves its starting point when a new interval starts. The number of bars for calculation cumulatively increases until the end of the interval.
The channel is generated by calculating standard deviation multiplied by the channel width coefficient, adding it to and subtracting it from the regression line, then dividing it into quartiles.
To observe the path of the regression, I've included a tracer line, which follows the current point of the regression line. This is also referred to as a ( ).
For added predictive capability, there is an option to extend the channel lines into the future.
A custom bar color scheme based on channel direction and price proximity to the current regression value is included.
I don't necessarily recommend using this tool as a standalone, but rather as a supplement to your analysis systems.
Regression analysis is far from an exact science. However, with the right combination of tools and strategies in place, it can greatly enhance your analysis and trading.
-> Script structure has been reorganized.
-> Corrected NaN filter values in initial states.
-> Added Rolling Moving Average and Linear Weighted Moving Average to the list of available base averages.
-> Added style customization for the channel lines. Because TV doesn't have built-in style inputs for line objects, you'll find these settings in the "Inputs" section. For each channel line, you can now adjust:
- If the line is drawn - selected via the specified toggle switch
- Width of the line - can be any integer greater than zero
- Style of the line - available styles are solid, dotted, and dashed
- Color of the line - uses my RGB color editor, which has 216 colors to choose from via the specified R, G, and B inputs
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이 스크립트의 오써는 참된 트레이딩뷰의 스피릿으로 이 스크립트를 오픈소스로 퍼블리쉬하여 트레이더들로 하여금 이해 및 검증할 수 있도록 하였습니다. 오써를 응원합니다! 스크립트를 무료로 쓸 수 있지만, 다른 퍼블리케이션에서 이 코드를 재사용하는 것은 하우스룰을 따릅니다. 님은 즐겨찾기로 이 스크립트를 차트에서 쓸 수 있습니다.
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