Keywords

#linear_probability_model

Linear probability model

Statistics model

In statistics, a linear probability model (LPM) is a special case of a binary regression model. Here the dependent variable for each observation takes values which are either 0 or 1. The probability of observing a 0 or 1 in any one case is treated as depending on one or more explanatory variables. For the "linear probability model", this relationship is a particularly simple one, and allows the model to be fitted by linear regression.

Sun 17th

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Linear probability model Generalized linear model Logistic regression Binary regression Generative model Statistical model Probit model Linear model Bayesian linear regression List of probability distributions
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