Multivariate Analysis for the Behavioral Sciences, Second Edition (Hardcover, 2)

Data, Measurement, and Models

Looking at Data

Simple Linear and Locally Weighted Regression

Multiple Linear Regression

Generalized Linear Models

Applying Logistic Regression

Survival Analysis

Analysis of Longitudinal Data I: Graphical Displays and Summary Measure Approach

Analysis of Longitudinal Data II: Linear Mixed Effects Models for Normal Response Variables

Analysis of Longitudinal Data III: Non-Normal Responses

Missing Values

Multivariate Data and Multivariate Analysis

Principal Components Analysis

Multidimensional Scaling and Correspondence

Analysis

Exploratory Factor Analysis

Confirmatory Factor Analysis and Structural Equation Models

Cluster Analysis

Grouped Multivariate Data