1 Introduction

2 Motivating Data Sets

3 Methods

M1. Unweighted Logistic Regression Model

M2. Weighted Logistic Regression Model

M3. Unweighted Logistic Regression Model with Random Intercept

4 Simulation Study

5 Application to the Real Data Sets

6 Discussion