Helper: function to run a weighted binary analysis using svyglm unless there's a separation concern, then run weighted logsitf — weighted_analysis • ms

Helper: function to run a weighted binary analysis using svyglm unless there's a separation concern, then run weighted logsitf

Usage

weighted_analysis(
  data,
  design,
  outcome,
  exposure,
  covariates,
  method = "svyglm",
  logistf_pl = FALSE,
  weight_var = NULL
)

Arguments

data: data frame
design: survey design object
outcome: name of outcome variable
exposure: name of exposure variable
covariates: vector of covariate names
method: method to use for analysis
logistf_pl: whether to use profile likelihood in logistf
weight_var: name of weight variable

Value

list of results from model for the exposure