Runs Bayesian hierarchical mixed model with up to three conditions and nested factors (groups).Uses rstanarm
Source:R/bayes_mm_run.R
bayes_mm_run.RdRuns Bayesian hierarchical mixed model with up to three conditions and nested factors (groups).Uses rstanarm
Usage
bayes_mm_run(
data,
dvname,
conditions,
groups,
f = NULL,
mmtype = "intercept",
binom = F,
adapt_delta = 0.8,
explore_browser = F,
iter = 2000
)Arguments
- data
data in long format
- dvname
column name for DV
- conditions
up to 3 conditions
- groups
a set of random factors
- f
formula, if omitted this will be generated for you
- mmtype
default to random intercepts, but can have 'slopes' too
- binom
If true uses the binomial / logit family
- adapt_delta
defults to 0.8, but can get closer to 1 if convergences probs
- explore_browser
launch a browser interface to explore model (uses shinystan)
- iter
iterations for the model to run