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General

Linear Regression

Data regarding Linear Regression.

Concept

Linear Regression calculates the "best fit" straight line through price data using least squares method. Shows objective trend direction.

  • Linear Regression Line: Best fit line through prices
  • Linear Regression Channel: Line plus deviation bands
  • R-Squared: 0-1 measure of how well price fits the line

Trading

  • R² > 0.8 = strong trend, trade with trend
  • R² < 0.5=weak trend, use range strategies
  • Price at upper channel = overbought vs trend
  • Price at lower channel = oversold vs trend