CORRELATED DATA ANALYSIS: MODELING, ANALYTICS AND APPLICATIONS

The following materials are supplementary to the book, prepared by the author Peter X.-K. Song. ( Some links to problem sets are unavailable at this time.)

BOOK Covers and The Table of Contents

Softwares

SAS MACRO QIF alpha.version.02 (Macro Manual[05/17/07] | SAS Code: Secured Download Page)

Short Course Featuring QIF (May 10, 2007 at SAS Canada, Toronto)

Lecture Notes (availabe upon request)

Dataset of Multiple Sclerosis Trial

SAS Code for MS Data Analysis

MACRO QIF (the secured download above)

Data Sets

1. Dataset of Air Pollution Study [ Dataset Description]
2. Dataset of Body Fat Index [ Dataset Description]
3. Dataset of Burn Injury [ Dataset Description]
4. Dataset of Children Hospital Visits [ Dataset Description]
5. Dataset of Children Health Studies [ Dataset Description]
6. Dataset of Cross-over Trial
7. Dataset of Epileptic Seizures
8. Dataset of Infant Sleep [ Dataset Description]
9. Dataset of Multiple Sclerosis Trial [ Variable definiton in SAS code]
10. Dataset of Retinal Surgery
11. Dataset of Sandhopper Orientation
12. Dataset of Schizophrenia Trial [ Dataset Description]
13. Dataset of TEC Drug Trial (in WinBUGS Data Format)
14. Dataset of Tokyo Rainfall
15. Dataset of US Polio Incidences

Contents (some Problem Sets and some Figures)

Chapter 1: Introduction and Examples

Problem Set 1

Chapter 2: Dispersion Models

Problem Set 2

Chapter 3: Inference Functions

Problem Set 3

Chapter 4: Modeling Correlated Data

Problem Set 4

Chapter 5: Marginal Generalized Linear Models

Project Set 5

Chapter 6: Vector Generalized Linear Models

Problem Set 6 (Unavailable at this time); |

Figure 6.3; | Figure 6.4; |

Chapter 7: Mixed-Effects Models: Likelihood-based Inference

Project Set 7 ((Unavailable at this time); |

Figure 7.3 (top); | Figure 7.3 (bottom);

Chapter 8: Mixed-Effects Models: Bayesian Inference

Project Set 8 (Unavailable at this time); |

Figure 8.1; | Figure 8.2; | Figure 8.3; | Figure 8.4; | Figure 8.5; |

Chapter 9: Linear Predictors

Problem Set 9 (Unavailable at this time)

Chapter 10: Generalized State Space Models

Problem Set 10 (Unavailable at this time); |

Figure 10.3; | Figure 10.4; |

Chapter 11: Generalized State Space Models for Longitudinal Binomial Data

Project Set 11 (Unavailable at this time); |

Figure 11.3; | Figure 11.4; | Figure 11.5; | Figure 11.6; | Figure 11.7; | Figure 11.8; |

Chapter 12: Generalized State Space Models for Longitudinal Count Data

Project Set 12 (Unavailable at this time)

Chapter 13: Missing Data Problems in Longitudinal Studies

Problem Set 13 (Unavailable at this time)