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Robust Variance Estimation in Meta-Analysis

IPR fellow Larry Hedges and doctoral student Elizabeth Tipton are currently developing software for robust variance estimation. Please check back periodically for updates as they will post programs as they are developed.

Software

(1)

Stata Macro:
In Stata, type
ssc install robumeta 
and the macro will install. Please see the documentation for information on the different models.

(2)

R package:
We are currently working on an R package. If you are interested in an early version of this, please email Elizabeth directly.

  • Click here for information on an SPSS macro


Publications
Hedges, L. V., E. Tipton, and M. C. Johnson. 2010. Robust variance estimation in meta-regression with dependent effect size estimates. Research Synthesis Methods 1(1): 39-65. Find the erratum here.

R function and example from HTJ (2010):

black arrow R code

black arrow Data file 1

black arrow Data file 2 (design)

Presentations

Bringing Evidence-Based Decision Making to New Heights, Joint Colloquium of the Cochrane & Campbell Collaborations, Keystone, Colo., October 18-22, 2010