Discriminant Analysis with Categorical Data

Categorical Data Analysis with Graphics

Overview: Categorical Data and Graphics Methods for discrete distributions – testing goodness of fit Hanging rootograms Robust distribution plots Methods for two-way frequency tables – understanding association Fourfold displays Sieve diagrams Mosaic displays and loglinear models for n-way tables Mosaic displays Mosaic matrices Correspondence analysis and MCA Logistic and logit regression Logit...

Categorical Data Analysis Categorical Data Analysis Second Edition

Longitudinal Discriminant Analysis with Random Effects for Predicting Preeclampsia using Hematocrit Data

Background and Objectives: Preeclampsia is the third leading cause of death in pregnant women. This study was conducted to evaluate the ability of longitudinal hematocrit data to predict preeclampsia and to compare the accuracy in longitudinal and cross-sectional data. Materials and Methods: In a prospective cohort study from October 2010 to July 2011, 650 pregnant women referred to the prenata...

Analysis of Categorical Data

The dataset you’ll examine is from a study by the California Department of Corrections (CDC) on the effectiveness of prisoner placement, and the likelihood of misconduct while incarcerated. Upon admission to a California prison, an inmate is given a questionnaire. The score on this questionnaire determines which level of security (Level I is the lightest security, Level IV the heaviest) to whic...

Analysis of Categorical Data

The dataset you’ll examine is from a study by the California Department of Corrections (CDC) on the effectiveness of prisoner placement, and the likelihood of misconduct while incarcerated. Upon admission to a California prison, an inmate is given a questionnaire. The score on this questionnaire determines which level of security (Level I is the lightest security, Level IV the heaviest) to whic...