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Part of a series on
Regression analysis
Models
Linear regression
Simple regression
Polynomial regression
General linear model
Generalized linear model
Discrete choice
Binomial regression
Binary regression
Logistic regression
Multinomial logit
Mixed logit
Probit
Multinomial probit
Ordered logit
Ordered probit
Poisson
Multilevel model
Fixed effects
Random effects
Linear mixed-effects model
Nonlinear mixed-effects model
Nonlinear regression
Nonparametric
Semiparametric
Robust
Quantile
Isotonic
Principal components
Least angle
Local
Segmented
Errors-in-variables
Estimation
Least squares
Linear
Non-linear
Ordinary
Weighted
Generalized
Partial
Total
Non-negative
Ridge regression
Regularized
Least absolute deviations
Iteratively reweighted
Bayesian
Bayesian multivariate
Background
Regression validation
Mean and predicted response
Errors and residuals
Goodness of fit
Studentized residual
Gauss–Markov theorem
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