Dong2013: Network meta-analysis for chronic obstructive pulmonary...

In netmeta: Network Meta-Analysis using Frequentist Methods

Network meta-analysis for chronic obstructive pulmonary disease

Description

Network meta-analysis comparing inhaled medications in patients with chronic obstructive pulmonary disease.

Format

A data frame with the following columns:

id	study ID
treatment	treatment
death	mortality
randomized	number of individuals in treatment arm

Source

Dong Y-H, Lin H-H, Shau W-Y, Wu Y-C, Chang C-H, Lai M-S (2013): Comparative safety of inhaled medications in patients with chronic obstructive pulmonary disease: systematic review and mixed treatment comparison meta-analysis of randomised controlled trials. Thorax, 68, 48–56

See Also

pairwise, metabin, netmetabin

Examples

data(Dong2013)

# Only consider first ten studies (to reduce runtime of example)
#
first10 <- subset(Dong2013, id <= 10)

# Transform data from long arm-based format to contrast-based
# format. Argument 'sm' has to be used for odds ratio as summary
# measure; by default the risk ratio is used in the metabin
# function called internally.
#
p1 <- pairwise(treatment, death, randomized, studlab = id,
  data = first10, sm = "OR")

# Conduct Mantel-Haenszel network meta-analysis
#
netmetabin(p1, ref = "plac")

## Not run: 
# Conduct Mantel-Haenszel network meta-analysis for the whole
# dataset
#
p2 <- pairwise(treatment, death, randomized, studlab = id,
  data = Dong2013, sm = "OR")
netmetabin(p2, ref = "plac")

## End(Not run)

netmeta documentation built on May 31, 2023, 5:45 p.m.