ElemStatLearn: Data Sets, Functions and Examples from the Book: "The Elements of Statistical Learning, Data Mining, Inference, and Prediction" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
Version 2015.6.26

Useful when reading the book above mentioned, in the documentation referred to as `the book'.

Browse man pages Browse package API and functions Browse package files

AuthorMaterial from the book's webpage, R port and packaging by Kjetil B Halvorsen
Date of publication2015-06-27 13:27:36
MaintainerKjetil B Halvorsen <kjetil1001@gmail.com>
LicenseGPL (>= 2)
Version2015.6.26
URL http://www-stat.stanford.edu/~tibs/ElemStatLearn/
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ElemStatLearn")

Man pages

bone: Bone Mineral Density Data
countries: Country Dissimilarities
galaxy: Galaxy Data
marketing: Market Basket Analysis
mixture.example: Mixture Example
nci: NCI microarray data (chap 14)
orange10.test: Simulated Orange Data
orange10.train: Simulated Orange Data
orange4.test: Simulated Orange Data
orange4.train: Simulated Orange Data
ozone: Ozone Data
phoneme: Data From a Acoustic-Phonetic Continuous Speech Corpus
prostate: Prostate Cancer Data
SAheart: South African Hearth Disease Data
simple.ridge: Simple Ridge Regression
spam: Email Spam Data
vowel.test: Vowel Recognition (Deterding data)
vowel.train: Vowel Recognition (Deterding data)
waveform: Function to simulate waveform data
waveform.test: Simulated Waveform Data
waveform.train: Simulated Waveform Data
zip2image: function to convert row of zip file to format used by image()
zip.test: Handwritten Digit Recognition Data
zip.train: Handwritten Digit Recognition Data

Functions

SAheart Man page
bone Man page
countries Man page
galaxy Man page
marketing Man page
mixture.example Man page
nci Man page
orange10.test Man page
orange10.train Man page
orange4.test Man page
orange4.train Man page
ozone Man page
phoneme Man page
prostate Man page
simple.ridge Man page Source code
spam Man page
vowel.test Man page
vowel.train Man page
waveform Man page
waveform.test Man page
waveform.train Man page
zip.test Man page
zip.train Man page
zip2image Man page Source code

Files

NAMESPACE
NEWS
data
data/phoneme.RData
data/vowel.train.RData
data/orange4.test.RData
data/ozone.RData
data/waveform.test.RData
data/waveform.train.RData
data/zip.train.RData
data/galaxy.RData
data/countries.RData
data/SAheart.RData
data/spam.RData
data/nci.RData
data/orange10.train.RData
data/datalist
data/vowel.test.RData
data/marketing.RData
data/bone.RData
data/orange10.test.RData
data/zip.test.RData
data/prostate.RData
data/mixture.example.RData
data/orange4.train.RData
R
R/simple.ridge.R
R/zip2image.R
R/waveform.R
MD5
DESCRIPTION
man
man/waveform.train.Rd
man/mixture.example.Rd
man/vowel.train.Rd
man/zip.train.Rd
man/zip2image.Rd
man/waveform.Rd
man/nci.Rd
man/galaxy.Rd
man/marketing.Rd
man/SAheart.Rd
man/countries.Rd
man/orange10.test.Rd
man/prostate.Rd
man/spam.Rd
man/bone.Rd
man/orange4.test.Rd
man/orange4.train.Rd
man/ozone.Rd
man/orange10.train.Rd
man/simple.ridge.Rd
man/zip.test.Rd
man/waveform.test.Rd
man/phoneme.Rd
man/vowel.test.Rd
ElemStatLearn documentation built on May 20, 2017, 1:20 a.m.