cpen |
C code for convex penalized least squares regression. |
cvx.lip.reg |
Convex Least Squares Regression with Lipschitz Constraint |
cvx.lip.reg.default |
Convex Least Squares Regression with Lipschitz Constraint |
cvx.lse.con.reg |
Convex Least Squares Regression. |
cvx.lse.con.reg.default |
Convex Least Squares Regression. |
cvx.lse.reg |
Convex Least Squares Regression. |
cvx.lse.reg.default |
Convex Least Squares Regression. |
cvx.pen.reg |
Penalized Smooth Convex Regression. |
cvx.pen.reg.default |
Penalized Smooth Convex Regression. |
derivcvxpec |
C code for prediction using cvx.lse.reg, cvx.lip.reg and cvx.lse.con.reg. |
fastmerge |
Pre-binning of Data Points. |
penta |
C code for solving pentadiagonal linear equations. |
plot.cvx.lip.reg |
Convex Least Squares Regression with Lipschitz Constraint |
plot.cvx.lse.reg |
Convex Least Squares Regression. |
plot.cvx.pen.reg |
Penalized Smooth Convex Regression. |
plot.sim.est |
Single Index Model Estimation: Objective Function Approach. |
plot.smooth.pen.reg |
Penalized Smooth/Smoothing Spline Regression. |
predcvxpen |
C code for prediction using cvx.lse.reg, cvx.lip.reg and cvx.lse.con.reg for function and its derivatives. |
predict.cvx.lip.reg |
Convex Least Squares Regression with Lipschitz Constraint |
predict.cvx.lse.reg |
Convex Least Squares Regression. |
predict.cvx.pen.reg |
Penalized Smooth Convex Regression. |
predict.sim.est |
Single Index Model Estimation: Objective Function Approach. |
predict.smooth.pen.reg |
Penalized Smooth/Smoothing Spline Regression. |
print.cvx.lip.reg |
Convex Least Squares Regression with Lipschitz Constraint |
print.cvx.lse.reg |
Convex Least Squares Regression. |
print.cvx.pen.reg |
Penalized Smooth Convex Regression. |
print.sim.est |
Single Index Model Estimation: Objective Function Approach. |
print.smooth.pen.reg |
Penalized Smooth/Smoothing Spline Regression. |
sim.est |
Single Index Model Estimation: Objective Function Approach. |
sim.est.default |
Single Index Model Estimation: Objective Function Approach. |
simestgcv |
Single Index Model Estimation: Objective Function Approach. |
simestgcv.default |
Single Index Model Estimation: Objective Function Approach. |
smooth.pen.reg |
Penalized Smooth/Smoothing Spline Regression. |
smooth.pen.reg.default |
Penalized Smooth/Smoothing Spline Regression. |
solve.pentadiag |
Pentadiagonal Linear Solver. |
spen_egcv |
C code for smoothing splines with randomized GCV computation. |