run_inference_on_em_fit: Run inference on EM fit

In timothy-barry/glmeiv: Implements the GLM-EIV model and method

Run inference on EM fit

Description

Run inference on EM fit

Usage

run_inference_on_em_fit(em_fit, alpha = 0.95)

Arguments

em_fit	a fitted GLM-EIV model, as outputted by run_em_algo_given_init.
alpha	(1-alpha) confidence interval produced

Value

a data frame with columns variable, estimate, std_error, p_value, confint_lower, confint_higher

Examples

## Not run: 
dat <- get_quick_simulated_data(1000)
em_fit <- run_em_algo_given_init(m = dat$m, g = dat$g, m_fam = poisson(), g_fam = poisson(),
covariate_matrix = dat$covariate_matrix, initial_Ti1s = dat$p, m_offset = NULL, g_offset = NULL)
se_table <- run_inference_on_em_fit(em_fit)

## End(Not run)

timothy-barry/glmeiv documentation built on Jan. 30, 2024, 3:46 p.m.