Mak09: Eight studies from Mak et al. (2009)

Mak09R Documentation

Eight studies from Mak et al. (2009)

Description

Eight studies from Mak et al. (2009) were reported by Cheung et al. (2012).

Usage

data(Mak09)

Format

A data frame with 8 observations on the following 10 variables.

Study

a character vector of study

type

a character vector

AF.BP

a numeric vector

Tot.BP

a numeric vector

AF.non.BP

a numeric vector

Tot.non.BP

a numeric vector

yi

a numeric vector

vi

a numeric vector

age.mean

a numeric vector

study.duration

a numeric vector

Source

Mak, A., Cheung, M. W.-L., Ho, R. C. M., Cheak, A. A. C., & Lau, C. S. (2009). Bisphosphonate and atrial fibrillation: Bayesian meta-analyses of randomized controlled trials and observational studies. BMC Musculoskeletal Disorders, 10(113). doi:10.1186/1471-2474-10-113 Available at https://bmcmusculoskeletdisord.biomedcentral.com/articles/10.1186/1471-2474-10-113.

References

Cheung, M. W.-L., Ho, R. C. M., Lim, Y., & Mak, A. (2012). Conducting a meta-analysis: Basics and good practices. International Journal of Rheumatic Diseases, 15(2), 129-135. doi: 10.1111/j.1756-185X.2012.01712.x

Examples

## Random-effects meta-analysis
( meta1 <- summary(meta(y=yi, v=vi, data=Mak09, I2=c("I2q", "I2hm"))) )

## Convert the estimates back into odds ratio 
OR <- with(coef(meta1), exp(c(Estimate[1], lbound[1], ubound[1])))
names(OR) <- c("Estimate in OR", "lbound in OR", "ubound in OR")
OR
  
## Mixed-effects meta-analysis with mean age as a predictor
summary( meta(y=yi, v=vi, x=age.mean, data=Mak09) )

metaSEM documentation built on Sept. 30, 2024, 9:21 a.m.