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alr3 (version 1.1.12)

Methods and data to accompany Applied Linear Regression 3rd edition

Description

This library is a companion to the textbook S. Weisberg (2005), "Applied Linear Regression," 3rd edition, Wiley. It includes all the data sets discussed in the book (except one), and several few functions that are tailored to the methods discussed in the book. Ver. 1.0.3 corrects bugs in (1) weights for POD models; (2) use of 'subset' arguments with boot.case. Ver. 1.0.4 corrects a few bugs with overparameterized models. Ver. 1.0.5 changes one default argument. Ver 1.0.6 replaces the pure.error.anova function so it prints nicer and works with interactions. Ver 1.0.7 fixes a bug in residual.plots and adds an additional argument and adds a new function alrweb to access the website for the book in a browser. Ver 1.0.8 fixed a bug in delta.method for generalized linear models. Ver 1.0.9 fixes a bug with Yeo Johnson transformations. Ver 1.1.0 drops the conf.intervals function in favor of the confint function in stat, includes several minor bug fixes, and makes the package fully compatible with version 2.6.0 of R. 1.1.2 corrects a bug introduced in boot.case. Version 1.1.7 adds a namespace. Ver 1.1.8 fixes more bugs. Ver. 1.1.9 updated the delta.method to work with a user-supplied estimate of the variance matrix. 1.1.10 removed a conflict with another package. Data files lightly modified to make some data columns row labels.

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Version

Install

install.packages('alr3')

Monthly Downloads

92

Version

1.1.12

License

GPL (>= 2)

Maintainer

Sanford Weisberg

Last Published

September 29th, 2009

Functions in alr3 (1.1.12)

donner

Donner party
baeskel

Surface tension
BigMac2003

World cities data
challeng

Challenger data
fuel2001

Fuel consumption
drugcost

Drug cost.
boot.case

Case bootstrap for regression models
rat

Rat data
UN3

National statistics from the United Nations
alrweb

Access to the Applied Linear Regression website
jevons

Jevon's gold coin data
blowdown

Blowdown data
florida

Florida presidential election
cloud

Florida area cumulus experiment, FACE I.
UN2

National statistics from the United Nations
pipeline

Alaska pipeline
banknote

Swiss banknote data
ftcollinssnow

Ft. Collins snowfall
npdata

Northern pike catch per unit effort
MWwords

Word frequencies from Mosteller and Wallace
inv.tran.plot

Choose a predictor transformation visually or numerically
swan96

Black crappie study on Swan Lake, Minnesota
residual.plots

Residual plots and curvature tests for linear model fits
chloride

Chloride data
oldfaith

Old Faithful Geyser data
salary

Salary data
prodscore

Soil productivity
dwaste

Crock data.
sigma.hat

Return the scale estimate for a regression model
pure.error.anova

Pure Error analysis of variance
sniffer

Sniffer data
inv.res.plot

Inverse response plots to transform the response
shocks

Small electric shocks in dairy cows
bctrans

Univariate and multivariate transformations to normality
lakemary

Lake Mary bluegills
mantel

Mantel's artifical data for stepwise regression
conf.intervals

Compute marginal confidence intervals for regression estimates
lakes

Lake zooplankton diversity
ais

Australian institute of sport data
downer

Downer data
allshoots

Apple shoots data
cakes

Cakes data
Mitchell

Mitchell soil temperature
htwt

Artificial height and weight data
sleep1

Sleep in mammals
BGSall

Berkeley guidance study
mile

World records for the mile run
plot.bctrans

Plot and summary helpers for bctrans objects
physics

Physics data
delta.method

Estimate and standard error of a nonlinear function of estimated regression coefficients
outlier.t.test

Bonferroni test for outliers in linear models
segreg

Energy consumption
forbes

Forbes data
caution

Caution data
brains

Mammal brain weights
UN1

National statistics from the United Nations
galtonpeas

Galton's peas
mmps

Marginal model plot
cathedral

Cathedrals
highway

Highway accidents
titanic

Titanic
pod

Fit partial one-dimensional, or POD models, based on a linear model
inf.index

Influence index plot
random.lin.comb

Compute a random linear combination of the columns of a matrix or data frame
snake

Snake river data
powtran

Power transformations
salarygov

Government salary study
landrent

Land rent
stopping

Stopping distances
twins

Burt's twin data
turkey

Turkey data, all sources
snowgeese

Snow geese
transact

Transaction data
walleye

Walleye length at age
wm4

Windmill data with direction information and four reference sites
wblake

West Bearskin Lake small mouth bass data.
tran.family.box.cox

Compute transformation families
wm2

Windmill data with direction information
turk0

Turkey data, one source
wm3

Binned wind speed data
ufc

Height-diameter data for Upper Flat Creek, Idaho
water

California water
wool

Wool data
heights

Pearson-Lee data
domedata

Metrodome fan experiment
hooker

Hooker's data
galapagos

Galapagos species data
lathe1

Lathe data
wm1

Simple windmill data