Post Component Analysis of Categorical data

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...

Categorical Data Analysis Categorical Data Analysis Second Edition

Analysis of Categorical Data

• Section 10.1 Proportions — Goodness-of-fit • Section 10.2 2 × 2 tables — test of equality of population proportions • Section 10.3 2 × 2 tables — test of independence of categorical variables • Section 10.4 2 × 2 tables — Fisher’s exact test • Section 10.5 r × k tables • Section 10.6 Applicability — when are the methods valid? • Section 10.7 Confidence intervals for differences in porportions...

Categorical Data Analysis

This course introduces principles and analyses related to data with categorical outcomes. This course will consider topics such as probability distributions with categorical data, contingency table analysis, the generalized linear model, logit models and loglinear models. Students are expected to: a) learn to select methods appropriate for a question of interest for data with a categorical outc...