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Software related to publications

Several SAS macros/example programs, R packages and WinBugs programs have been written in the process of our research activities. They can be used free of charge. These macros/packages are distributed in the hope that they will be useful, but although thoroughly tested, are WITHOUT ANY WARRANTY.

Macros/packages are available in the following areas:

• Longitudinal and Incomplete Data
• Latent Trait and Latent Class Analysis
• Interval-censored Data
• Nonparametric ANCOVA
• Count Data
• Bayesian Analyses
• Measurement Error
• Surrogate Markers
• Bioinformatics
• Modelling Infectious Diseases
• Generalized Linear Models with Overdispersion (Combined Models)

Software related to books

- Verbeke, G. and Molenberghs, G. (1997) Linear Mixed Models in Practice: A SAS-Oriented Approach. Lecture Notes in Statistics 126. New York: Springer.
- Verbeke, G. and Molenberghs, G. (2000) Linear Mixed Models for Longitudinal Data. New York: Springer-Verlag.
- Molenberghs, G. and Verbeke, G. (2005) Models for Discrete Longitudinal Data. New York: Springer.
- Molenberghs, G. and Kenward, M.G. (2007) Missing Data in Clinical Studies. Chichester: John Wiley & Sons.

• Datasets
  • datasets1997_2000.zip
    - demo2: exercise bike data (missing data, 1997)
    - blood: blood pressures (1997 and 2000, case studies)
    - cellprol: (1997, chapter 2)
    - crosover: (1997, chapter 2)
    - growthax: Growth data set used in incomplete data chapters (1997 and 2000)
    - growthgv: Growth curves of girls (case study in 1997; heterogeneity models in 2000)
    - mast01: Mastitis in dairy cattle (2000, sensitivity analysis)
    - milk: milk protein contents (2000, sensitivity analysis)
    - multicnt: (1997, chapter 2)
    - multimpv8: Multiple Imputation
    - press: variceal pressures (1997, case studies)
    - quality: (1997, chapter 2)
    - rats01: rats data (2000, running example)
  • datasets2005.zip
    
  • pmm.zip


• Macros and Programs
  • Local influences
  • metagof_sas
  • SAS macro for probit model with serial correlation (Section 22.3) (rar-file)

- Lin, D.; Shkedy, Z.; Yekutieli, D.; Amaratunga, D.; Bijnens, L. (Eds.) (2012) Modeling Dose-response Microarray Data in Early Drug Development Experiments Using R: Order Restricted Analysis of Microarray Data. Heidelberg: Springer.


- Hens, N.; Shkedy, Z.; Aerts, M.; Faes, C.; Van Damme, P.; Beutels, P. (2012) Modeling Infectious Disease Parameters Based on Serological and Social Contact Data: A Modern Statistical Perspective. New York: Springer.


- Galecki, A.; Burzykowski. T; (2013) Linear Mixed-Effects Models Using R: A Step-by-Step Approach. New York: Springer.