Handbook of meta-analysis
List of chapters with links to data and code
1. Introduction to systematic review and meta-analysis
Christopher H. Schmid, Ian R. White, Theo Stijnen
[no data and code]
2. General themes in meta-analysis
Christopher H. Schmid, Theo Stijnen, Ian R. White
Click to view or download as a sample chapter (.pdf)
[no data and code]
3. Choice of effect measure and issues in extracting outcome data
Ian R. White, Christopher H. Schmid, Theo Stijnen
[no data and code]
4. Analysis of univariate study-level summary data using normal models
Theo Stijnen, Ian R. White and Christopher H. Schmid
Click to view or download as a sample chapter (.pdf)
Click to download data and code (.zip)
5. Exact likelihood methods for group-based summaries
Theo Stijnen, Christopher H Schmid, Martin Law, Dan Jackson, Ian R. White
Click to view or download as a sample chapter (.pdf)
Click to download data and code (.zip)
6. Bayesian methods for meta-analysis
Christopher H. Schmid, Bradley P. Carlin, Nicky J Welton
Click to download data and code (.zip)
7. Meta-regression
Julian PT Higgins, José A López-López, Ariel M Aloe
Click to download data and code (.zip)
8. Individual participant data meta-analysis
Lesley Stewart, Mark Simmonds
Click to download data and code (.zip)
9. Multivariate meta-analysis
Dan Jackson, Ian White, Richard Riley
Click to download data and code (.zip)
10. Network meta-analysis
Adriani Nikolakopoulou, Ian R White, Georgia Salanti
Click to download data and code (.zip)
11. Model Checking in meta-analysis
Wolfgang Viechtbauer
Click to download data and code (.zip)
12. Handling internal and external biases: quality and relevance of studies
Rebecca M. Turner, Nicky J. Welton, Hayley Jones and Jelena Savović
Click to download data and code (.zip)
13. Publication and outcome reporting bias
Arielle Marks-Anglin, Rui Duan, Yong Chen, Orestis Panagiotou, Christopher Schmid
Click to download data and code (.zip)
14. Control risk regression
Annamaria Guolo, Christopher H. Schmid, Theo Stijnen
[no data and code]
15. Multivariate meta-analysis of survival proportions
Marta Fiocco
The code for the Poisson correlated gamma frailty model is available upon request from Marta Fiocco (M.Fiocco@lumc.nl).
16. Meta-analysis of correlations, correlation matrices and their functions
Betsy Jane Becker, Ariel M. Aloe, Mike W.-L. Cheung
Click to download data and code (.zip)
17. The meta-analysis of genetic studies
Cosetta Minelli, John Thompson
[no data and code]
18. Meta-analysis of dose-response relationships
Nicola Orsini and Donna Spiegelman
Click to download data and code (.zip)
19. Meta-analysis of diagnostic tests
Yulun Liu, Xiaoye Ma, Yong Chen, Theo Stijnen and Haitao Chu
Click to download data and code (.zip)
20. Meta-analytic approach to evaluation of surrogate endpoints
Tomasz Burzykowski, Marc Buyse, Geert Molenberghs, Ariel Alonso, Wim Van der Elst, Ziv Shkedy
Click to download data and code (.zip)
21. Meta-analysis of epidemiological data, with a focus on individual participant data
Angela Wood, Stephen Kaptoge, Mike Sweeting, Clare Oliver-Williams
Click to download data and code (.zip)
22. Meta-analysis of prediction models
Ewout Steyerbeg, Daan Nieboer, Thomas Debray, Hans van Houwelingen
Click to download data and code (.zip)
23. Using meta-analysis to plan further research
Claire Rothery, Susan Griffin, Hendrik Koffijberg, Karl Claxton
Click to download data and code (.zip)