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by John Fox

Companion to Applied Regression

Functions and Datasets to Accompany J. Fox and S. Weisberg, An R Companion to Applied Regression, Second Edition, Sage, 2011.

Functions in car

Name Description
bcPower Box-Cox, Yeo-Johnson and Basic Power Transformations
Bfox Canadian Women's Labour-Force Participation
Boot Bootstrapping for regression models
AMSsurvey American Math Society Survey Data
Blackmore Exercise Histories of Eating-Disordered and Control Subjects
Anova Anova Tables for Various Statistical Models
avPlots Added-Variable Plots
Anscombe U. S. State Public-School Expenditures
CanPop Canadian Population Data
boxCoxVariable Constructed Variable for Box-Cox Transformation
Burt Fraudulent Data on IQs of Twins Raised Apart
boxTidwell Box-Tidwell Transformations
Boxplot Boxplots With Point Identification
car-internal.Rd Internal Objects for the car package
car-package Companion to Applied Regression
car-deprecated Deprecated Functions in car Package
boxCox Box-Cox Transformations for Linear Models
bootCase Case bootstrap for regression models
Contrasts Functions to Construct Contrasts
Davis Self-Reports of Height and Weight
crPlots Component+Residual (Partial Residual) Plots
Chirot The 1907 Romanian Peasant Rebellion
compareCoefs Print estimated coefficients and their standard errors in a table for several regression models.
Cowles Cowles and Davis's Data on Volunteering
DavisThin Davis's Data on Drive for Thinness
ceresPlots Ceres Plots
deltaMethod Estimate and Standard Error of a Nonlinear Function of Estimated Regression Coefficients
carWeb Access to the R Companion to Applied Regression website
densityPlot Nonparametric Density Estimates
Depredations Minnesota Wolf Depredation Data
Duncan Duncan's Occupational Prestige Data
dfbetaPlots dfbeta and dfbetas Index Plots
Ericksen The 1980 U.S. Census Undercount
Friendly Format Effects on Recall
durbinWatsonTest Durbin-Watson Test for Autocorrelated Errors
Ellipses Ellipses, Data Ellipses, and Confidence Ellipses
Ginzberg Data on Depression
Greene Refugee Appeals
Guyer Anonymity and Cooperation
Hartnagel Canadian Crime-Rates Time Series
Highway1 Highway Accidents
hccm Heteroscedasticity-Corrected Covariance Matrices
hist.boot Generic functions to provide support for boot objects
invTranPlot Choose a Predictor Transformation Visually or Numerically
infIndexPlot Influence Index Plot
KosteckiDillon Treatment of Migraine Headaches
influencePlot Regression Influence Plot
invResPlot Inverse Response Plots to Transform the Response
mcPlots Draw Linear Model Marginal and Conditional Plots in Parallel or Overlaid
Migration Canadian Interprovincial Migration Data
LoBD Cancer drug data use to provide an example of the use of the skew power distributions.
leveneTest Levene's Test
Leinhardt Data on Infant-Mortality
mmps Marginal Model Plotting
Mandel Contrived Collinear Data
logit Logit Transformation
leveragePlots Regression Leverage Plots
linearHypothesis Test Linear Hypothesis
panel.car Panel Function for Coplots
plot.powerTransform plot Method for powerTransform Objects
Prestige Prestige of Canadian Occupations
ncvTest Score Test for Non-Constant Error Variance
qqPlot Quantile-Comparison Plots
OBrienKaiser O'Brien and Kaiser's Repeated-Measures Data
recode Recode a Variable
Quartet Four Regression Datasets
Pottery Chemical Composition of Pottery
powerTransform Finding Univariate or Multivariate Power Transformations
Salaries Salaries for Professors
scatter3d Three-Dimensional Scatterplots and Point Identification
Soils Soil Compositions of Physical and Chemical Characteristics
some Sample a Few Elements of an Object
Adler Experimenter Expectations
symbox Boxplots for transformations to symmetry
subsets Plot Output from regsubsets Function in leaps package
vif Variance Inflation Factors
showLabels Utility Functions to Identify and Mark Extreme Points in a 2D Plot.
ScatterplotSmoothers Smoothers to Draw Lines on Scatterplots
Vocab Vocabulary and Education
which.names Position of Row Names
Womenlf Canadian Women's Labour-Force Participation
Angell Moral Integration of American Cities
Ornstein Interlocking Directorates Among Major Canadian Firms
Sahlins Agricultural Production in Mazulu Village
Robey Fertility and Contraception
outlierTest Bonferroni Outlier Test
wcrossprod Weighted Matrix Crossproduct
scatterplotMatrix Scatterplot Matrices
scatterplot Scatterplots with Boxplots
WeightLoss Weight Loss Data
sigmaHat Return the scale estimate for a regression model
skewPower Skew Power Transformations
Moore Status, Authoritarianism, and Conformity
Mroz U.S. Women's Labor-Force Participation
Transact Transaction data
testTransform Likelihood-Ratio Tests for Univariate or Multivariate Power Transformations to Normality
regLine Plot Regression Line
residualPlots Residual Plots and Curvature Tests for Linear Model Fits
States Education and Related Statistics for the U.S. States
spreadLevelPlot Spread-Level Plots
TransformationAxes Axes for Transformed Variables
USPop Population of the United States
Wool Wool data
Wong Post-Coma Recovery of IQ
Baumann Methods of Teaching Reading Comprehension
Florida Florida County Voting
Freedman Crowding and Crime in U. S. Metropolitan Areas
Chile Voting Intentions in the 1988 Chilean Plebiscite
UN GDP and Infant Mortality
SLID Survey of Labour and Income Dynamics
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