print.riskdiff_result

Prints risk difference results in a formatted, readable way showing
key statistics including risk differences, confidence intervals, model
types used, and enhanced boundary case diagnostics for v0.2.1+.

Calculates risk differences (or prevalence differences for
cross-sectional data) using generalized linear models with automatic
link function selection. Provides robust model fitting with fallback
methods, support for stratification and adjustment variables, inverse
probability of treatment weighting (IPTW) for causal inference, and
publication-ready output formatting. Handles model convergence issues
gracefully and provides confidence intervals using multiple approaches.
Methods are based on approaches described in Mark W. Donoghoe and
Ian C. Marschner (2018) "logbin: An R Package for Relative Risk
Regression Using the Log-Binomial Model" <doi:10.18637/jss.v086.i09>
for robust GLM fitting, Peter C. Austin (2011) "An Introduction to
Propensity Score Methods for Reducing the Effects of Confounding in
Observational Studies" <doi:10.1080/00273171.2011.568786> for IPTW methods,
and standard epidemiological methods for risk difference estimation as
described in Kenneth J. Rothman, Sander Greenland and Timothy L. Lash
(2008, ISBN:9780781755641) "Modern Epidemiology".

John D. Murphy

riskdiff

Risk Difference Estimation with Multiple Link Functions and
Inverse Probability of Treatment Weighting

print.riskdiff_result function

<dl><dt>x</dt>
<dd>A riskdiff_result object from calc_risk_diff()</dd>
<dt>show_boundary</dt>
<dd>Logical indicating whether to show boundary case details (default: TRUE)</dd>
<dt>show_quality</dt>
<dd>Logical indicating whether to show quality indicators (default: TRUE)</dd>
<dt>...</dt>
<dd>Additional arguments passed to print methods</dd></dl>

Arguments

Print method for riskdiff_result objects — print.riskdiff_result

<dl>

<dt>x</dt>
<dd>A riskdiff_result object from calc_risk_diff()</dd>


<dt>show_boundary</dt>
<dd>Logical indicating whether to show boundary case details (default: TRUE)</dd>


<dt>show_quality</dt>
<dd>Logical indicating whether to show quality indicators (default: TRUE)</dd>


<dt>...</dt>
<dd>Additional arguments passed to print methods</dd>

</dl>

print.riskdiff_result: Print method for riskdiff_result objects

Description

Usage

Value

Arguments

Examples