multinma (version 0.8.0)

example_smk_re: Example smoking RE NMA

Description

Calling example("example_smk_re") will run a random effects NMA model with the smoking cessation data, using the code in the Examples section below. The resulting stan_nma object smk_fit_RE will then be available in the global environment.

Details

Smoking RE NMA for use in examples.

Examples

# Set up network of smoking cessation data
head(smoking)

smk_net <- set_agd_arm(smoking,
                       study = studyn,
                       trt = trtc,
                       r = r,
                       n = n,
                       trt_ref = "No intervention")

# Print details
smk_net

# \donttest{
# Fitting a random effects model
smk_fit_RE <- nma(smk_net, refresh = if (interactive()) 200 else 0,
                  trt_effects = "random",
                  prior_intercept = normal(scale = 100),
                  prior_trt = normal(scale = 100),
                  prior_het = normal(scale = 5))

smk_fit_RE
# }

# \dontshow{
if (requireNamespace("pkgdown", quietly = TRUE) && pkgdown::in_pkgdown()) {
  assign("smk_net", smk_net, .GlobalEnv)
  assign("smk_fit_RE", smk_fit_RE, .GlobalEnv)
}
# }