Nonparametric Regression via Smoothing Splines

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Documentation for package ‘npreg’ version 1.0-6

Help Pages

basis.nom Nominal Smoothing Spline Basis and Penalty
basis.ord Ordinal Smoothing Spline Basis and Penalty
basis.poly Polynomial Smoothing Spline Basis and Penalty
basis.sph Spherical Spline Basis and Penalty
basis.tps Thin-Plate Spline Basis and Penalty
basis_nom Nominal Smoothing Spline Basis and Penalty
basis_ord Ordinal Smoothing Spline Basis and Penalty
basis_poly Polynomial Smoothing Spline Basis and Penalty
basis_sph Spherical Spline Basis and Penalty
basis_tps Thin-Plate Spline Basis and Penalty
bin.sample Bin Sample a Vector, Matrix, or Data Frame
gsm Fit a Generalized Smooth Model
NegBin Family Function for Negative Binomial
nominal Nominal Smoothing Spline Basis and Penalty
ordinal Ordinal Smoothing Spline Basis and Penalty
penalty.nom Nominal Smoothing Spline Basis and Penalty
penalty.ord Ordinal Smoothing Spline Basis and Penalty
penalty.poly Polynomial Smoothing Spline Basis and Penalty
penalty.sph Spherical Spline Basis and Penalty
penalty.tps Thin-Plate Spline Basis and Penalty
penalty_nom Nominal Smoothing Spline Basis and Penalty
penalty_ord Ordinal Smoothing Spline Basis and Penalty
penalty_poly Polynomial Smoothing Spline Basis and Penalty
penalty_sph Spherical Spline Basis and Penalty
penalty_tps Thin-Plate Spline Basis and Penalty
plotci Generic X-Y Plotting with Confidence Intervals
polynomial Polynomial Smoothing Spline Basis and Penalty
predict.gsm Predict method for Generalized Smooth Model Fits
predict.sm Predict method for Smooth Model Fits
predict.ss Predict method for Smoothing Spline Fits
print.summary.gsm Summary methods for Fit Models
print.summary.sm Summary methods for Fit Models
print.summary.ss Summary methods for Fit Models
psolve Pseudo-Solve a System of Equations
sm Fit a Smooth Model
spherical Spherical Spline Basis and Penalty
ss Fit a Smoothing Spline
summary Summary methods for Fit Models
summary.gsm Summary methods for Fit Models
summary.sm Summary methods for Fit Models
summary.ss Summary methods for Fit Models
theta.mle MLE of Theta for Negative Binomial
thinplate Thin-Plate Spline Basis and Penalty
varimp Variable Importance