Profile Boosting Framework for Parametric Models

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Documentation for package ‘pboost’ version 0.4.11

• DESCRIPTION file.
• Package NEWS.

Help Pages

BIC.sarpboost	Functions for Spatial Auto-regressive Model
coef.penaltyglmnet	Extract Coefficients from Lasso Penalized Models
coef.penaltyncvreg	Extract Coefficients from Non-Convex Penalized Models
coef.penaltyrq	Extract Coefficients from Non-Convex Penalized Models
coef.sarpboost	Functions for Spatial Auto-regressive Model
EBIC	Extended Bayesian Information Criterion
fbetareg	Forward Regression Selection for Beta Regression Models
fcoxph	Forward Regression Selection for Cox proportional hazards Model
fglm	Forward Regression Selection for Generalized Linear Models
fglm.fit	Forward Regression Selection for Generalized Linear Models
flagsarlm	Forward Stepwise Spatial Auto-Regressive Model
flm	Forward Regression Selection for Linear Models.
flm.fit	Forward Regression Selection for Linear Models.
frq	Forward Regression Selection for Quantile Regression Models
frq.fit	Forward Regression Selection for Quantile Regression Models
frs	Forward Regression Selection Framework
fsar	Forward Stepwise Spatial Auto-Regressive Model
fsar.fit	Forward Stepwise Spatial Auto-Regressive Model
get_rho	Functions for Spatial Auto-regressive Model
logLik.sarpboost	Functions for Spatial Auto-regressive Model
pbetareg	Profile Boosting for Beta Regression
pboost	Profile Boosting Framework
pcoxph	Profile Boosting for Cox proportional hazards Model
penalization	Penalized Methods for Feature Selection
pen_glmnet	Penalized Methods for Feature Selection
pen_ncvreg	Penalized Methods for Feature Selection
pen_rq	Penalized Methods for Feature Selection
pen_sar	Penalized Methods for Feature Selection
pggm	Profile Boosting for Gaussian Graphical Model
pglm	Profile Boosting for Generalized Linear Models.
pglm.fit	Profile Boosting for Generalized Linear Models.
plagsarlm	Profile Boosting for Spatial Auto-regressive Model
plm	Profile Boosting for Linear Models.
plm.fit	Profile Boosting for Linear Models.
prq	Profile Boosting for Quantile Regression Models
prq.fit	Profile Boosting for Quantile Regression Models
psar	Profile Boosting for Spatial Auto-regressive Model
psar.fit	Profile Boosting for Spatial Auto-regressive Model
residuals.sarpboost	Functions for Spatial Auto-regressive Model
sar.fit	Functions for Spatial Auto-regressive Model
sar.model	Functions for Spatial Auto-regressive Model
set_rook_matrix	Functions for Spatial Auto-regressive Model