kernel smoothing methods: Bowman & Azzalini (1997)


[Package List] [Top]

ask Ask data to be typed on the keyboard.
binning Construct frequency table from raw data
cv Cross-validation criterion for nonparametric density estimation
hcv Cross-validatory choice of smoothing parameter
hnorm Normal optimal choice of smoothing parameter in density estimation
hsj Sheather-Jones choice of smoothing parameter for density estimation
nise integrated squared error between a density estimate and a Normal density
nmise mean integrated squared error for density estimation with normal data
nnbr nearest neighbour distances from data in one or two dimensions
pause Pause before continuing execution
provide.data Making data available as data.frame
sig.trace A significance trace for a hypothesis test
sj Sheather-Jones criterion for nonparametric density estimation
sm.ancova Nonparametric analysis of covariance
sm.autoregression Nonparametric estimation of the autoregression function
sm.density Nonparametric density estimation in one, two or three dimensions.
sm.density.compare Comparison of univariate density estimates
sm.logit Nonparametric logistic regression
sm.logit.bootstrap Bootstrap goodness-of-fit test for a logistic regression model.
sm.poisson Nonparametric Poisson regression
sm.poisson.bootstrap Bootstrap goodness-of-fit test for a Poisson regression model
sm.regression Nonparametric regression with one or two covariates.
sm.regression.autocor Nonparametric regression with autocorrelated errors
sm.rm Nonparametric analysis of repeated measurements data
sm.script Run or Lists Scripts in Package sm
sm.sigma Estimation of the error standard deviation in nonparametric regression
sm.sphere Nonparametric density estimation for spherical data.
sm.survival Nonparametric regression with survival data.
sm.ts.pdf Nonparametric density estimation of stationary time series data