Data for

Generalized Latent Variable Modeling

Skrondal, A. and Rabe-Hesketh, S. (2004). Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Models. Chapman & Hall/CRC.

Full Table of Contents
Remarks and corrections
Worked examples

zip-file with all datasets (plain text), Stata do-files & readme file

Data by Section: Application Chapters (Part II)

  • Chapter 9: Dichotomous responses
    • 9.2 Respiratory infection in children: A random intercept model
    • 9.3 Diagnosis of myocardial infarction: A latent class model
    • 9.4 Arithmetic reasoning: Item response models
    • 9.5 Nicotine gum and smoking cessation: A meta-analysis
    • 9.6 Wives' employment transitions: Markov models with unobserved heterogeneity
    • 9.7 Counting snowshoe hares: Capture-recapture models with heterogeneity
  • Chapter 11: Counts
    • 11.2 Prevention of faulty teeth in children: Modeling overdispersion
    • 11.3 Treatment of epilepsy: A random coefficient model
    • 11.4 Lip cancer in Scotland: Disease mapping
  • Chapter 12: Durations and survival
    • 12.4 Exercise and angina: Proportional hazards random effects and factor models
  • Chapter 13: Comparative responses
    • 13.4 British general elections: Multilevel models for discrete choice and rankings
    • 13.5 Post-materialism: A latent class model for rankings
    • 13.6 Consumer preferences for coffee makers: A conjoint choice model
  • Chapter 14: Multiple processes and mixed responses
    • 14.2 Diet and heart disease: A covariate measurement error model
    • 14.3 Herpes and cervical cancer: A latent class covariate measurement error model for a case-control study
    • 14.4 Job training and depression: A complier average causal effect model
    • 14.5 Physician advice and drinking: An endogenous treatment model
    • 14.6 Treatment of liver chirrosis: A joint survival and marker model
Last modified: May 2005 by: Sophia Rabe-Hesketh