Concept

Outline of regression analysis

Summary
The following outline is provided as an overview of and topical guide to regression analysis: Regression analysis – use of statistical techniques for learning about the relationship between one or more dependent variables (Y) and one or more independent variables (X). Overview articles
  • Regression analysis
  • Linear regression
Non-statistical articles related to regression
  • Least squares
  • Linear least squares (mathematics)
  • Non-linear least squares
  • Least absolute deviations
  • Curve fitting
  • Smoothing
  • Cross-sectional study
Basic statistical ideas related to regression
  • Conditional expectation
  • Correlation
  • Correlation coefficient
  • Mean square error
  • Residual sum of squares
  • Explained sum of squares
  • Total sum of squares
Visualization
  • Scatterplot
Linear regression based on least squares
  • General linear model
  • Ordinary least squares
  • Generalized least squares
  • Simple linear regression
  • Trend estimation
  • Ridg
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