Two-Stage Least Squares (2SLS) — morie_iv

Estimates a linear IV model via 2SLS, preferring ivreg::ivreg.

Usage

morie_iv_tsls(
  data,
  outcome,
  endogenous,
  instruments,
  exogenous = NULL,
  cluster = NULL,
  robust = TRUE,
  alpha = 0.05
)

Arguments

data: Data frame.
outcome: Name of the outcome column.
endogenous: Character vector of endogenous regressor names.
instruments: Character vector of excluded-instrument names.
exogenous: Optional character vector of exogenous covariate names.
cluster: Optional name of a cluster ID column.
robust: Logical; if TRUE use HC1 robust standard errors.
alpha: Significance level for confidence intervals.

Value

A list with class morie_iv_result containing coefficients, standard errors, t-statistics, p-values, confidence interval bounds, variable names, sample size, method label, and a details list.