Linear regression model

Discrete choice models

Logistic regression

Multinomial logistic regression

Probit regression

Time series models

Survival or duration analysis

Classification and regression trees (CART)

Multivariate adaptive regression splines(MARS)

Neural networks

Multilayer perceptron (MLP)

Radial basis functions

Support vector machines

Naïve Bayes

k-nearest neighbours (KNN)

Geospatial predictive modeling

Regression e.g

Classification e.g

other related topics

Clustering e.g

Non Clustering