Outline of regression analysis

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Short description: Overview of and topical guide to regression analysis

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

Non-statistical articles related to regression

Basic statistical ideas related to regression

Visualization

  • Scatterplot

Linear regression based on least squares

Generalized linear models

Computation

Inference for regression models

Challenges to regression modeling

Diagnostics for regression models

Formal aids to model selection

Robust regression

Terminology

Methods for dependent data

Nonparametric regression

Semiparametric regression

Other forms of regression

See also