vcov.cyclopsFit

<code>vcov.cyclopsFit</code> returns the variance-covariance matrix for all covariates of a Cyclops model object

This model fitting tool incorporates cyclic coordinate descent and
majorization-minimization approaches to fit a variety of regression models
found in large-scale observational healthcare data. Implementations focus
on computational optimization and fine-scale parallelization to yield
efficient inference in massive datasets. Please see:
Suchard, Simpson, Zorych, Ryan and Madigan (2013) <doi:10.1145/2414416.2414791>.

Marc A Suchard

Cyclops

Cyclic Coordinate Descent for Logistic, Poisson and Survival
Analysis

Marc A. Suchard

Martijn J. Schuemie

Trevor R. Shaddox

Yuxi Tian

Jianxiao Yang

Eric Kawaguchi

Sushil Mittal

Observational Health Data Sciences and Informatics 

Marcus Geelnard

Rutgers University 

R Development Core Team 

vcov.cyclopsFit function

<dl><dt>object</dt>
<dd>A fitted Cyclops model object</dd>
<dt>control</dt>
<dd>A <code>"cyclopsControl"</code> object constructed by <code>createControl</code></dd>
<dt>overrideNoRegularization</dt>
<dd>Logical: Enable variance-covariance estimation for regularized parameters</dd>
<dt>...</dt>
<dd>Additional argument(s) for methods</dd></dl>

Arguments

Calculate variance-covariance matrix for a fitted Cyclops model object — vcov.cyclopsFit

<dl>

<dt>object</dt>
<dd>A fitted Cyclops model object</dd>


<dt>control</dt>
<dd>A <code>"cyclopsControl"</code> object constructed by <code>createControl</code></dd>


<dt>overrideNoRegularization</dt>
<dd>Logical: Enable variance-covariance estimation for regularized parameters</dd>


<dt>...</dt>
<dd>Additional argument(s) for methods</dd>

</dl>

Calculate variance-covariance matrix for a fitted Cyclops model object

vcov.cyclopsFit: Calculate variance-covariance matrix for a fitted Cyclops model object

Description

Usage

Value

Arguments