1 Table of Contents: “... Regression, Logit Models, and Logistic Discrimination -- Independence Relationships and Graphical Models...”

2 Table of Contents: “...6.2 Cohort Studies6.3 Case-Control Studies; 6.4 Fitting Logistic Regression Models to Data from...”

3 Table of Contents: “...1 Introduction -- 2 Linear Models -- 3 The Linear Regression Model -- 4 The Generalized Linear...”

4 Subjects: “...Choice (Psychology) / Mathematical models...”

5 Table of Contents: “...Introduction -- Binary Logit Analysis: Basics -- Binary Logit Analysis: Details and Options...”

6 Table of Contents: “...The Simple Linear Regression Model -- The Multiple Linear Regression Model and Its Extensions...”

7 Table of Contents: “... Procedure for Logistic Regression Models Using a Bayesian Estimator with Laplace Prior -- Posterior...”

8 “... of individuals more accurately than the logit model. Furthermore, it was demonstrated how random forest...”

9 Subjects: “...Linear Models...”

10 “...Advances in Credit Risk Modelling & Corporate Bankruptcy Prediction...”

11 Subjects: “...Logistic Model Trees...”

12 Table of Contents: “... of the Respondents 146 4.2.1 Joint Maximum Likelihood Estimation (JML) 147 4.2.1.1 The 1-parameter Logistic Model 147...”

13 “..., and Multinomial data. The familiar logistic model for meta- analysis with Binomial data is a GLM with a logit link...”

14 Table of Contents: “... Validity of the X2-approximation -- 5.4 Exercises -- 6 The Logit Model -- 6.1 The logit model -- 6.2...”

15 Table of Contents: “... Model -- 8.1 The logit-model with binary explanatory variables -- 8.2 The logit model with polytomous...”

16 Table of Contents: “... Model -- 8.1 The logit-model with binary explanatory variables -- 8.2 The logit model with polytomous...”

17 Table of Contents: “... Model -- 8.1 The logit model with binary explanatory variables -- 8.2 The logit model with polytomous...”

18 Table of Contents: “... probability-based approach; More on the logistic and logit functions; Let's see some code; Pros and cons...”

19 Table of Contents: “... Products and its Impacts on Consumer Behavior in China: An Application of Multinominal Logit Model...”

20 Table of Contents: “... Statistics Based on AFC Data -- Research on Regional Rail Transit Based on Logit Model -- Study on Valid...”