Analyzing cluster/longitudinal data in Stata

Source: http://www.ats.ucla.edu/stat/stata/faq/clusterreg.htm

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svy: regress math homework
areg math homework, absorb(schid)
areg math homework, absorb(schid) cluster(schid)
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Linear Regression (including longitudinal data) – SAS, Stata, SPSS

Source:
Hun Myoung Park, Ph.D.
Indiana University

1. Introduction

2. Least Squares Dummy Variable Regression

3. Panel Data Models

4. One-way Fixed Effect Models: Fixed Group Effect

5. One-way Fixed Effect Models: Fixed Time Effect

6. Two-way Fixed Effect Models

7. Random Effect Models

8. Poolability Test

9. Conclusion

Appendix

References

PDF Panel Data Notes

Modelling Repeated Measures in MLwiN

Full text is on Centre for Multilevel Modeling – University of Bristol
Go there more much more information on longitudinal data analysis

This text talks on
1) Setting data structure from wide to long
2) Initial data exploration
3) A simple variance component model
4) A linear growth curve model
5) Complex level 1 variation
6) Repeated measures modelling of non-linear polynomial growth
7) Adding person-level explanatory variables
8) Does growth differ by group? (cross-level interaction between age and grade)

The full note is kept at the center: http://www.bristol.ac.uk/media-library/sites/cmm/migrated/documents/repeated-measures.pdf

Analyzing and Interpreting Longitudinal Data with R

 

Longitudinal Data Analysis
Given by Dr. Cameron Hurst on February 4th, 2014
At Faculty of Medicine, Ramathibodi Hospital
For more info please visit http://www.ceb-rama.org/

การบรรยายเรื่อง Longitudinal Data Analysis
บรรยายโดยDr. Cameron Hurst ในวันที่ 4 กุมภาพันธ์ 2557
คณะแพทยศาสตร์โรงพยาบาลรามาธิบดี
รายละเอียดเพิ่มเติมสามารถดูได้จาก http://www.ceb-rama.org/

Copyright 2012 Clinical Epidemiology & Biostatistics Unit, Faculty of Medicine, Ramathibodi Hospital