This is one of the books available for loan from IDRE Stats Books for Loan (see Statistics Books for Loan for other such books, and details about borrowing). We encourage you to obtain Applied Longitudinal Data Analysis, written by Judith D. Singer and John B. Willett, published by the Oxford University Press, to gain a deeper conceptual understanding of the analysis illustrated (see Where to buy books for tips on different places you can buy this book). We are very grateful to the authors for granting us permission to create these pages and to distribute the data files via our web pages. (In addition to the data formats below, you can also download the data files as comma separated text files).
| Mplus | SAS | Stata | R | SPSS | Chapter Title | |
| Download Data | Download | Download | Download | Download | Download | Table of Contents |
| Chapter 1 | A framework for investigating change over time | |||||
| Chapter 2 | Chap 2 | Chap 2 | Chap 2 | Chap 2 | Exploring longitudinal data on change | |
| Chapter 3 | Chap 3 | Chap 3 | Chap 3 | Chap 3 | Introducing the multilevel model for change | |
| Chapter 4 | Chap 4 | Chap 4 | Chap 4 | Chap 4 | Doing data analysis with the multilevel model for change | |
| Chapter 5 | Chap 5 | Chap 5 | Chap 5 | Chap 5 | Chap 5 | Treating time more flexibly |
| Chapter 6 | Chap 6 | Chap 6 | Chap 6 | Chap 6 | Chap 6 | Modeling discontinuous and nonlinear change |
| Chapter 7 | Chap 7 | Chap 7 | Chap 7 | Chap 7 | Chap 7 | Examining the multilevel model’s error covariance structure |
| Chapter 8 | Chap 8 | Chap 8 | Chap 8 | Modeling change using covariance structure analysis | ||
| Chapter 9 | Chap 9 | Chap 9 | Chap 9 | Chap 9 | A framework for investigating event occurrence | |
| Chapter 10 | Chap 10 | Chap 10 | Chap 10 | Chap 10 | Describing discrete-time event occurrence data | |
| Chapter 11 | Chap 11 | Chap 11 | Chap 11 | Chap 11 | Chap 11 | Fitting basic discrete-time hazard models |
| Chapter 12 | Chap 12 | Chap 12 | Chap 12 | Chap 12 | Extending the discrete-time hazard model | |
| Chapter 13 | Chap 13 | Chap 13 | Chap 13 | Chap 13 | Describing continuous-time event occurrence data | |
| Chapter 14 | Chap 14 | Chap 14 | Chap 14 | Chap 14 | Fitting the Cox regression model | |
| Chapter 15 | Chap 15 | Chap 15 | Chap 15 | Chap 15 | Extending the Cox regression model | |
| Supplemental Examples | Chap 5 |