Model reporting

Start with the expanded example for each command. Open the variants for options and alternative R approaches. Read the qualifications before adapting the code.

estimates

Extract one-row model fit statistics

Stata

estimates stats

R Package:broom

broom::glance(fit)

Workflow alternative returning an R table; it does not reproduce Stata table formatting.

etable

Create a tidy coefficient table with uncertainty

Stata

etable, cstat(_r_b) cstat(_r_se)

R Package:broom

broom::tidy(fit,conf.int=TRUE)

Fixed workflow. Workflow alternative returning an R table; it does not reproduce Stata table formatting.

predict

Attach fitted values, residuals and influence diagnostics

Stata

predict result, residuals

R Package:broom

broom::augment(fit)

Fixed workflow. Workflow alternative returning an R table; it does not reproduce Stata table formatting.