META-ANALYSIS

 
PROJECTS

R PACKAGES

There are two R packages for using RVE:

robumeta

Used for conducting meta-analyses, including t-tests (Fisher, Tipton, & Hou, 2017)

clubSandwich

Used with robumeta for conducting F-tests

(Pustejovsky, 2017)

STATA MACROS

There are two Stata macros for using RVE:

robumeta

Used for conducting meta-analyses, including t-tests

(Hedberg, Pustejovsky, & Tipton, 2017)

reg_sandwich

Used with robumeta for conducting F-tests

(Tyszler, Pustejovsky, & Tipton, 2017)

We are planning to conduct a 1-week training institute in Chicago, IL each summer (2018-2020) on Advanced Methods in Meta-analysis.

The workshop is funded by the Institute of Education Sciences (PI: Pigott; co-PIs: Beretvas, Polanin, Tipton, & Williams)

 
 
 
 

4. METHODS: BLAND-ALTMAN META-ANALYSES

Conway, A., Tipton, E., Liu, W., Conway, Z., Soalheira, K., Sutherland, J., & Fingleton, J. (2019) A systematic review and meta-analysis of the accuracy and precision of transcutaneous carbon dioxide monitoring. Thorax, 74(2), 157-163.

Tipton, E. & Shuster, J.J. (2017) A framework for the meta-analysis of Bland-Altman studies based on a limits of agreement approach. Statistics in Medicine, 36(23): 3621–3635.

Rice, M.J., Shuster, J.J., Tipton, E., Gravenstein, N., Coursin, D.B., Wenzel, V., Morey, T.E. Meta-analysis of Bland-Altman studies: Noninvasive hemoglobin device accuracy. Under review.

 

5. GENERAL META-ANALYSIS METHODS

Tipton, E., Pustejovsky, J., & *Ahmadi, H. (2019) A History of Meta-Regression: Technical, Conceptual, and Practical Developments between 1974 and 2018. Research Synthesis Methods, 10(2): 161-179.

Tipton, E., Pustejovsky, J., & *Ahmadi, H. (2019) Current Practices in Meta-Regression in Psychology, Education, and Medicine. Research Synthesis Methods, 10(2): 180-194.

tipton at northwestern.edu

2040 Sheridan Road, Evanson, IL 60201

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