Nonparametric Regression via Smoothing Splines

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Documentation for package ‘npreg’ version 1.1.0

• 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
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