R: Nonparametric Regression via Smoothing Splines

# Nonparametric Regression via Smoothing Splines

## Documentation for package ‘npreg’ version 1.1.1

- DESCRIPTION file

## Help Pages

B C D F G H I M N O P R S T V W

## -- B --

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

## -- C --

coef.gsm | Extract Smooth Model Coefficients
coef.sm | Extract Smooth Model Coefficients
coef.ss | Extract Smooth Model Coefficients
color.legend | Adds Color Legend to Plot Margin
cooks.distance.gsm | Nonparametric Regression Deletion Diagnostics
cooks.distance.sm | Nonparametric Regression Deletion Diagnostics
cooks.distance.ss | Nonparametric Regression Deletion Diagnostics
cov.ratio | Nonparametric Regression Deletion Diagnostics

## -- D --

deviance.gsm | Smooth Model Deviance
deviance.sm | Smooth Model Deviance
deviance.ss | Smooth Model Deviance
dfbeta.gsm | Nonparametric Regression Deletion Diagnostics
dfbeta.sm | Nonparametric Regression Deletion Diagnostics
dfbeta.ss | Nonparametric Regression Deletion Diagnostics
dfbetas.gsm | Nonparametric Regression Deletion Diagnostics
dfbetas.sm | Nonparametric Regression Deletion Diagnostics
dfbetas.ss | Nonparametric Regression Deletion Diagnostics
dffits.gsm | Nonparametric Regression Deletion Diagnostics
dffits.sm | Nonparametric Regression Deletion Diagnostics
dffits.ss | Nonparametric Regression Deletion Diagnostics
diagnostic.plots | Plot Nonparametric Regression Diagnostics

## -- F --

family.gsm | Fit a Generalized Smooth Model
fitted.gsm | Extract Smooth Model Fitted Values
fitted.sm | Extract Smooth Model Fitted Values
fitted.ss | Extract Smooth Model Fitted Values

## -- G --

gsm | Fit a Generalized Smooth Model

## -- H --

hatvalues.gsm | Nonparametric Regression Deletion Diagnostics
hatvalues.sm | Nonparametric Regression Deletion Diagnostics
hatvalues.ss | Nonparametric Regression Deletion Diagnostics

## -- I --

influence.gsm | Nonparametric Regression Diagnostics
influence.sm | Nonparametric Regression Diagnostics
influence.ss | Nonparametric Regression Diagnostics

## -- M --

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

## -- N --

NegBin | Family Function for Negative Binomial
nominal | Nominal Smoothing Spline Basis and Penalty
npregStartupMessage | Startup Message for npreg
number2color | Map Numbers to Colors

## -- O --

ordinal | Ordinal Smoothing Spline Basis and Penalty

## -- P --

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.gsm | Plot Effects for Generalized Smooth Model Fits
plot.sm | Plot Effects for Smooth Model Fits
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

## -- R --

residuals.gsm | Extract Model Residuals
residuals.sm | Extract Model Residuals
residuals.ss | Extract Model Residuals
rstandard.gsm | Nonparametric Regression Deletion Diagnostics
rstandard.sm | Nonparametric Regression Deletion Diagnostics
rstandard.ss | Nonparametric Regression Deletion Diagnostics
rstudent.gsm | Nonparametric Regression Deletion Diagnostics
rstudent.sm | Nonparametric Regression Deletion Diagnostics
rstudent.ss | Nonparametric Regression Deletion Diagnostics

## -- S --

sm | Fit a Smooth Model
smooth.influence | Nonparametric Regression Diagnostics
smooth.influence.measures | Nonparametric Regression Deletion Diagnostics
spherical | Spherical Spline Basis and Penalty
ss | Fit a Smoothing Spline
StartupMessage | Startup Message for npreg
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

## -- T --

theta.mle | MLE of Theta for Negative Binomial
thinplate | Thin Plate Spline Basis and Penalty

## -- V --

varimp | Variable Importance Indices
varinf | Variance Inflation Factors
vcov.gsm | Calculate Variance-Covariance Matrix for a Fitted Smooth Model
vcov.sm | Calculate Variance-Covariance Matrix for a Fitted Smooth Model
vcov.ss | Calculate Variance-Covariance Matrix for a Fitted Smooth Model

## -- W --

weights.gsm | Extract Smooth Model Weights
weights.sm | Extract Smooth Model Weights
weights.ss | Extract Smooth Model Weights
wtd.mean | Weighted Arithmetic Mean
wtd.quantile | Weighted Quantiles
wtd.sd | Weighted Variance and Standard Deviation
wtd.var | Weighted Variance and Standard Deviation