fmrsfit-class

frmsfit


is an S4 class represents a fitted of FMRs model
    resulted from running <code><a rd-options="" href="/link/fmrs.mle?package=fmrs&version=1.0-9" data-mini-rdoc="fmrs::fmrs.mle">fmrs.mle</a></code>
    or <code><a rd-options="" href="/link/fmrs.varsel?package=fmrs&version=1.0-9" data-mini-rdoc="fmrs::fmrs.varsel">fmrs.varsel</a></code>


object

Provides parameter estimation as well as variable selection in
Finite Mixture of Accelerated Failure Time Regression and Finite
Mixture of Regression Models.
Furthermore, this package provides Ridge Regression and Elastic Net.

Farhad Shokoohi

fmrs

Variable Selection in Finite Mixture of AFT Regression and FMR

fmrsfit-class function

 <dl>
<dt><code>y</code></dt><dd>A length-<code>nobs</code> numeric vector</dd> <dt><code>delta</code></dt><dd>A length-<code>nobs</code> numeric vector</dd> <dt><code>x</code></dt><dd>A dimension-<code>nobs</code>-<code>ncov</code> numeric matrix</dd> <dt><code>nobs</code></dt><dd>A length-one numeric vector</dd> <dt><code>ncov</code></dt><dd>A length-one numeric vector</dd> <dt><code>ncomp</code></dt><dd>A length-one numeric vector</dd> <dt><code>coefficients</code></dt><dd>A length-<code>(ncov+1)</code>-<code>ncomp</code> numeric matrix</dd> <dt><code>dispersion</code></dt><dd>A length-<code>ncomp</code> numeric vector</dd> <dt><code>mixProp</code></dt><dd>A length-<code>ncomp</code> numeric vector</dd> <dt><code>logLik</code></dt><dd>A length-one numeric vector</dd> <dt><code>BIC</code></dt><dd>A length-one numeric vector</dd> <dt><code>nIterEMconv</code></dt><dd>A length-one numeric vector</dd> <dt><code>disFamily</code></dt><dd>A length-one character vector</dd> <dt><code>penFamily</code></dt><dd>A length-one character vector</dd> <dt><code>lambPen</code></dt><dd>A length-<code>ncomp</code> numeric vector</dd> <dt><code>lambRidge</code></dt><dd>A length-one numeric vector</dd> <dt><code>MCPGam</code></dt><dd>A length-one numeric vector</dd> <dt><code>SICAGam</code></dt><dd>A length-one numeric vector</dd> <dt><code>model</code></dt><dd>A length-one character vector</dd> <dt><code>fitted</code></dt><dd>A dimension-<code>nobs</code>-<code>ncomp</code> numeric matrix</dd> <dt><code>residuals</code></dt><dd>A dimension-<code>nobs</code>-<code>ncomp</code> numeric matrix</dd> <dt><code>weights</code></dt><dd>A dimension-<code>nobs</code>-<code>ncomp</code> numeric matrix</dd> <dt><code>activeset</code></dt><dd>A dimension-<code>nobs</code>-<code>ncomp</code> 0-1 matrix</dd> </dl>

Slots


is an S4 class represents a fitted of FMRs model
    resulted from running <code><a rd-options='' href='fmrs.mle'>fmrs.mle</a></code>
    or <code><a rd-options='' href='fmrs.varsel'>fmrs.varsel</a></code>


fmrsfit-class: An S4 class to represent a fitted FMRs model

Description

Arguments

Slots