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jstable (version 1.3.13)

count_event_by_glm: count_event_by_glm: function to count event rates or summary metrics for GLM analysis

Description

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"
)

Value

tibble with grouping columns and Metric column (rate or mean sd)

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"