Multiple regression and beyond

label level display page Ch. 1 1 Introduction and simple (bivariate) regression 1 Ch. 2 1 Multiple regression : introduction 25 Ch. 3 1 Multiple regression : more detail 43 Ch. 4 1 Three and more independent variables and related issues 56 Ch. 5 1 Three types of multiple regression 74 Ch. 6 1 Analysis of categorical variables 105 Ch. 7 1 Categorical and continuous variables 129 Ch. 8 1 Continuous variables : interactions and curves 161 Ch. 9 1 Multiple regression : summary, further study, and problems 180 Ch. 10 1 Path modeling : structural equation modeling with measured variables 212 Ch. 11 1 Path analysis : dangers and assumptions 238 Ch. 12 1 Analyzing path models using SEM programs 254 Ch. 13 1 Error : the scourge of research 289 Ch. 14 1 Confirmatory factor analysis 305 Ch. 15 1 Putting it all together : introduction to latent variable SEM 331 Ch. 16 1 Latent variable models : more advanced topics 350 Ch. 17 1 Summary : path analysis, CFA, and SEM