Calculate BIC (Bayesian Information Criterion).

Selecting linear and generalized linear models for large data sets
using modified stepwise procedure and modern selection criteria (like
modifications of Bayesian Information Criterion). Selection can be
performed on data which exceed RAM capacity. Bogdan et al., (2004)
<doi:10.1534/genetics.103.021683>.

Piotr Szulc

bigstep

Stepwise Selection for Large Data Sets

bic function

<dl><dt>loglik</dt>
<dd>A numeric, the log-likelihood.</dd>
<dt>k</dt>
<dd>An integer &gt;= 0, the number of selected variables.</dd>
<dt>n</dt>
<dd>An integer &gt; 0, the number of observations.</dd></dl>

Arguments

BIC — bic

<dl>

<dt>loglik</dt>
<dd>A numeric, the log-likelihood.</dd>


<dt>k</dt>
<dd>An integer &gt;= 0, the number of selected variables.</dd>


<dt>n</dt>
<dd>An integer &gt; 0, the number of observations.</dd>

</dl>

bic: BIC

Description

Usage

Value

Arguments

Examples