Nonparametric Regression via Smoothing Splines

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Documentation for package ‘npreg’ version 1.0-8

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
boot Bootstrap a Fit Smooth
boot.gsm Bootstrap a Fit Smooth
boot.sm Bootstrap a Fit Smooth
boot.ss Bootstrap a Fit Smooth
fitted.gsm Extract Model Fitted Values
fitted.sm Extract Model Fitted Values
fitted.ss Extract Model Fitted Values
fitted.values.gsm Extract Model Fitted Values
fitted.values.sm Extract Model Fitted Values
fitted.values.ss Extract Model Fitted Values
gsm Fit a Generalized Smooth Model
model.matrix.gsm Construct Design Matrix for Fit Model
model.matrix.sm Construct Design Matrix for Fit Model
model.matrix.ss Construct Design Matrix for Fit Model
msqrt Matrix (Inverse?) Square Root
NegBin Family Function for Negative Binomial
nominal Nominal Smoothing Spline Basis and Penalty
number2color Map Numbers to Colors
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
plot.boot.ss Plot method for Smoothing Spline Fit and Bootstrap
plot.ss Plot method for Smoothing Spline Fit and Bootstrap
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
resid.gsm Extract Model Residuals
resid.sm Extract Model Residuals
resid.ss Extract Model Residuals
residuals.gsm Extract Model Residuals
residuals.sm Extract Model Residuals
residuals.ss Extract Model Residuals
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
wtd.mean Weighted Arithmetic Mean
wtd.quantile Weighted Quantiles
wtd.sd Weighted Variance and Standard Deviation
wtd.var Weighted Variance and Standard Deviation