fastglmm
Massively scalable generalized linear mixed models
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fastglmmLib::fastglmm< T1, T2, T3 > Class Template Reference

#include <fastglmm_fit.h>

Public Member Functions

 fastglmm ()
 fastglmm (const T1 &y, const T2 &X, const spectralDecomp< T3 > &dcmp, const vec &weights, const vec &offset, const string &family, const ModelDetail md=LOW, const double &tol=1e-5, const double &tol_eta=1e-7, const int &maxit=100, const double &lambda=0, const double &delta=-1, const double &left=-10, const double &right=10, const bool &returnUS=false, const bool &doCoxReid=false)
const vec residuals () const
const vec residuals_pearson () const
const vec fitted () const
const vec devianceResiduals () const
ModelFitGLMM get_result ()

Constructor & Destructor Documentation

◆ fastglmm() [1/2]

template<typename T1, typename T2, typename T3>
fastglmmLib::fastglmm< T1, T2, T3 >::fastglmm ( )
inline

◆ fastglmm() [2/2]

template<typename T1, typename T2, typename T3>
fastglmmLib::fastglmm< T1, T2, T3 >::fastglmm ( const T1 & y,
const T2 & X,
const spectralDecomp< T3 > & dcmp,
const vec & weights,
const vec & offset,
const string & family,
const ModelDetail md = LOW,
const double & tol = 1e-5,
const double & tol_eta = 1e-7,
const int & maxit = 100,
const double & lambda = 0,
const double & delta = -1,
const double & left = -10,
const double & right = 10,
const bool & returnUS = false,
const bool & doCoxReid = false )

Member Function Documentation

◆ devianceResiduals()

template<typename T1, typename T2, typename T3>
const vec fastglmmLib::fastglmm< T1, T2, T3 >::devianceResiduals ( ) const

◆ fitted()

template<typename T1, typename T2, typename T3>
const vec fastglmmLib::fastglmm< T1, T2, T3 >::fitted ( ) const

◆ get_result()

template<typename T1, typename T2, typename T3>
ModelFitGLMM fastglmmLib::fastglmm< T1, T2, T3 >::get_result ( )

◆ residuals()

template<typename T1, typename T2, typename T3>
const vec fastglmmLib::fastglmm< T1, T2, T3 >::residuals ( ) const

◆ residuals_pearson()

template<typename T1, typename T2, typename T3>
const vec fastglmmLib::fastglmm< T1, T2, T3 >::residuals_pearson ( ) const

The documentation for this class was generated from the following file: