Tidy coefficient summaries for qgcompmulti fits

Returns a broom-style coefficient table for the marginal structural model (MSM) coefficients stored in a fitted qgcompmulti object. The core estimate and std.error columns stay on the MSM fitting scale so downstream tools such as mice::pool() can use them coherently. Display columns expose the active estimand scale for ordinary reporting.

Usage

# S3 method for class 'qgcompmulti'
tidy(x, conf.int = FALSE, conf.level = 0.95, method = NULL, ...)

Arguments

x

A fitted qgcompmulti object.

conf.int

Logical; if TRUE, add confidence interval columns.

conf.level

Confidence level for interval columns when conf.int = TRUE.

method

Optional interval method for confidence intervals. NULL uses the fitted object's stored default interval method. Supported values are "wald", "percentile", and "basic".

...

Not used.

Value

A data frame with one row per MSM coefficient. Columns estimate, std.error, statistic, and p.value are on the fitting scale. Columns display.estimate, display.conf.low, and display.conf.high are on the active estimand scale when present.

Details

Keeping estimate and std.error on the fitting scale preserves machine pooling behavior for multiple-imputation workflows that call mice::pool(). For odds-ratio and rate-ratio estimands, use display.estimate and the display confidence interval columns for user-facing ratio summaries.

See also

broom::glance(), coef.qgcompmulti(), vcov.qgcompmulti(), confint.qgcompmulti(), summary.qgcompmulti(), qgcomp.glm.multi()