StatMetry

Tag: regression

  • Logistic Regression

    Logistic Regression

    Table of Contents Definition In statistics, the logistic model (or logit model) is a statistical model that models the log-odds of an event as a linear combination of one or more independent variables. In regression analysis, logistic regression (or logit regression) is estimating the parameters of a logistic model (the coefficients in the linear combination). Formally, in…

  • Linear Regression

    Linear Regression

    Table of Contents Definition In statistics, linear regression is a statistical model which estimates the linear relationship between a scalar response(known as dependent variable or target variable) and one or more explanatory variables (known as independent variables or predictor variables). Linear regression is an analytics procedure that can generate predictions by using an easily interpreted mathematical formula.…

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