count_event_by_glm: function to count event rates or summary metrics for GLM analysis
Source:R/utils.R
count_event_by_glm.Rd
Count event and subgroup summary, supports automatic parsing of fixed-effect syntax `(1|subgroup)` and multiple families.
Usage
count_event_by_glm(
formula,
data,
count_by_var = NULL,
var_subgroup = NULL,
decimal.percent = 1,
family = "binomial"
)
Arguments
- formula
formula with response (0/1 or count or continuous) and optional fixed-effect `(1|subgroup)` term.
- data
data.frame or survey.design
- count_by_var
variable name to stratify by (string), default NULL
- var_subgroup
subgroup variable name (string); parsed from formula if not provided, default NULL
- decimal.percent
decimals for percent or mean/sd, default 1
- family
family type: "gaussian", "binomial", "poisson", or "quasipoisson"