This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.

Raparthi, K. (2015) Analyzing the Relationship between Environmental Planning Policies and Climate Change: Multinomial Logit Regression Model Evaluation of Tarrant County, Texas.

Employing a Multinomial Logit (MNL) model, it scrutinizes the factors influencing the selection of marketing outlets among carrot farmers. The findings unveil that a significant majority (81%) of ...

This paper studies the discriminant modeling method for the constrained data. We propose the multinomial logit partial least squares (ML-PLS) regression of compositional data by implementing the ...

Research method A sample of 274 bus users was obtained and the multinomial logistic regression method was performed to analyze how different variables impact frequency of use public transportation.

Table 2 shows the odds ratios estimated from the multinomial model and the logistic part of the zero-inflated gamma model, as well as the coefficients estimated by gamma regression and their 95% ...