Binary Logistic Regression Analysis. To explain binary logistic regression we need to understand what is a linear model first. In the Logistic Regression model the log of odds of the dependent variable is modeled as a linear combination of the independent variables.
Where the dependent variable is dichotomous or binary in nature we cannot use simple linear regression. A brief review of the linear model. N is independent identically distributed.
In the Logistic Regression model the log of odds of the dependent variable is modeled as a linear combination of the independent variables.
With more than two possible discrete outcomes. Sep 10 2012 Binary Logistic Regression Logistic regression is an extension of simple linear regression. A linear model is based on two hypotheses. Like all regression analyses the logistic regression is a predictive analysis.
