Man pages for ncpen
Unified Algorithm for Non-convex Penalized Estimation for Generalized Linear Models
| coef.cv.ncpen | coef.cv.ncpen: extracts the optimal coefficients from... |
| coef.ncpen | coef.ncpen: extract the coefficients from an 'ncpen' object |
| control.ncpen | control.ncpen: do preliminary works for 'ncpen'. |
| cv.ncpen | cv.ncpen: cross validation for 'ncpen' |
| cv.ncpen.reg | cv.ncpen: cross validation for 'ncpen' |
| excluded | Check whether a pair should be excluded from interactions. |
| fold.cv.ncpen | fold.cv.ncpen: extracts fold ids for 'cv.ncpen'. |
| gic.ncpen | gic.ncpen: compute the generalized information criterion... |
| interact.data | Construct Interaction Matrix |
| make.ncpen.data | Create ncpen Data Structure Using a Formula |
| native_cpp_ncpen_fun_ | Native ncpen function. |
| native_cpp_nr_fun_ | N/A. |
| native_cpp_obj_fun_ | Native object function. |
| native_cpp_obj_grad_fun_ | Native object gradient function. |
| native_cpp_obj_hess_fun_ | Native object Hessian function. |
| native_cpp_pen_fun_ | Native Penalty function. |
| native_cpp_pen_grad_fun_ | Native Penalty Gradient function. |
| native_cpp_p_ncpen_fun_ | Native point ncpen function. |
| native_cpp_qlasso_fun_ | Native QLASSO function. |
| native_cpp_set_dev_mode_ | N/A. |
| ncpen | ncpen: nonconvex penalized estimation |
| ncpen-package | ncpen: A package for non-convex penalized estimation for... |
| ncpen.reg | ncpen.reg: nonconvex penalized estimation |
| plot.cv.ncpen | plot.cv.ncpen: plot cross-validation error curve. |
| plot.ncpen | plot.ncpen: plots coefficients from an 'ncpen' object. |
| power.data | Power Data |
| predict.ncpen | predict.ncpen: make predictions from an 'ncpen' object |
| same.base | Check whether column names are derivation of a same base. |
| sam.gen.ncpen | sam.gen.ncpen: generate a simulated dataset. |
| to.indicators | Construct Indicator Matrix |
| to.ncpen.x.mat | Convert a 'data.frame' to a 'ncpen' usable 'matrix'. |
