audit_plan

Fits the requested model and reports which registered audits are applicable.

Provides model-aware behavioral validation and audit
certificates for statistical analyses. Controlled transformations and
model-specific diagnostic checks are organized across five domains:
computational integrity, numerical stability, design adequacy, assumption
screening, and influence stability. Supported workflows include linear
models, generalized linear models, classical and repeated-measures analyses
of variance, mixed-effects models fitted using 'lme4' or 'glmmTMB', and
survival models fitted using 'survival'. Checks are selected according to
registered applicability conditions for each model class. The resulting
certificates describe computational behavior and selected diagnostic
findings; they do not establish causal validity, model correctness, or
scientific appropriateness.

Georgios P. Georgiou

statwitness

Model-Aware Validation and Audit Certificates for Statistical
Analyses

audit_plan function

<dl><dt>formula</dt>
<dd>A model formula.</dd><dt>data</dt>
<dd>A data frame.</dd><dt>focus</dt>
<dd>An optional coefficient, variable, or omnibus term.</dd><dt>family</dt>
<dd>An optional model family.</dd><dt>weights</dt>
<dd>Optional analysis weights.</dd><dt>method</dt>
<dd>Requested fitting method.</dd><dt>engine</dt>
<dd>Optional custom fitting function.</dd><dt>control</dt>
<dd>Optional model-specific control object.</dd><dt>audit_level</dt>
<dd>Audit breadth used to construct the plan.</dd></dl>

Arguments

Preview an Automatic Audit Plan — audit_plan

<dl>

<dt>formula</dt>
<dd>A model formula.</dd>

<dt>data</dt>
<dd>A data frame.</dd>

<dt>focus</dt>
<dd>An optional coefficient, variable, or omnibus term.</dd>

<dt>family</dt>
<dd>An optional model family.</dd>

<dt>weights</dt>
<dd>Optional analysis weights.</dd>

<dt>method</dt>
<dd>Requested fitting method.</dd>

<dt>engine</dt>
<dd>Optional custom fitting function.</dd>

<dt>control</dt>
<dd>Optional model-specific control object.</dd>

<dt>audit_level</dt>
<dd>Audit breadth used to construct the plan.</dd>

</dl>

audit_plan: Preview an Automatic Audit Plan

Description

Usage

Value

Arguments