SM_output

<code>SM_output</code> is an S3 generic function designed to calculate standardized
measures. It dispatches to the appropriate method based on the class of the
input (<code>fit</code>), ensuring the correct method is applied for different types of models.

Implements linear and generalized linear models for provider profiling,
incorporating both fixed and random effects. For large-scale providers, the linear
profiled-based method and the SerBIN method for binary data
reduce the computational burden. Provides post-modeling features, such as
indirect and direct standardization measures, hypothesis testing,
confidence intervals, and post-estimation visualization.
For more information, see Wu et al. (2022) <doi:10.1002/sim.9387>.

Xiaohan Liu

pprof

Modeling, Standardization and Testing for Provider Profiling

Lingfeng Luo

Yubo Shao

Xiangeng Fang

Wenbo Wu

Kevin He

SM_output function

<dl><dt>fit</dt>
<dd>the input object, typically a fitted model, for which standardized measures
are calculated. The method applied depends on the class of this object.</dd>
<dt>...</dt>
<dd>additional arguments that can be passed to specific methods.</dd></dl>

Arguments

Generic function for calculating standardized measures — SM_output

<dl>

<dt>fit</dt>
<dd>the input object, typically a fitted model, for which standardized measures
are calculated. The method applied depends on the class of this object.</dd>


<dt>...</dt>
<dd>additional arguments that can be passed to specific methods.</dd>

</dl>

SM_output: Generic function for calculating standardized measures

Description

Usage

Value

Arguments