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fastglmm
Massively scalable generalized linear mixed models
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#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 () |
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inline |
| 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 ) |
| const vec fastglmmLib::fastglmm< T1, T2, T3 >::devianceResiduals | ( | ) | const |
| const vec fastglmmLib::fastglmm< T1, T2, T3 >::fitted | ( | ) | const |
| ModelFitGLMM fastglmmLib::fastglmm< T1, T2, T3 >::get_result | ( | ) |
| const vec fastglmmLib::fastglmm< T1, T2, T3 >::residuals | ( | ) | const |
| const vec fastglmmLib::fastglmm< T1, T2, T3 >::residuals_pearson | ( | ) | const |