Outline of regression analysis


Outline of regression analysis

In statistics, regression analysis includes any technique for learning about the relationship between one or more dependent variables Y and one or more independent variables X.

The following outline is an overview and guide to the variety of topics included within the subject of regression analysis.

General regression analysis concepts

Overview articles
Non-statistical articles related to regression
Basic statistical ideas related to regression
Visualization
Linear regression based on least squares
Generalized linear models
Computation
  • Numerical methods for linear least squares
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


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