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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
AMSsurvey American Math Society Survey Data
Adler Experimenter Expectations
Bfox Canadian Women's Labour-Force Participation
Blackmore Exercise Histories of Eating-Disordered and Control Subjects
Anscombe U. S. State Public-School Expenditures
Baumann Methods of Teaching Reading Comprehension
Boot Bootstrapping for regression models
Boxplot Boxplots With Point Identification
Angell Moral Integration of American Cities
Anova Anova Tables for Various Statistical Models
Depredations Minnesota Wolf Depredation Data
Duncan Duncan's Occupational Prestige Data
Davis Self-Reports of Height and Weight
DavisThin Davis's Data on Drive for Thinness
Hartnagel Canadian Crime-Rates Time Series
Burt Fraudulent Data on IQs of Twins Raised Apart
CanPop Canadian Population Data
Greene Refugee Appeals
Contrasts Functions to Construct Contrasts
Cowles Cowles and Davis's Data on Volunteering
Ellipses Ellipses, Data Ellipses, and Confidence Ellipses
Ericksen The 1980 U.S. Census Undercount
Migration Canadian Interprovincial Migration Data
Moore Status, Authoritarianism, and Conformity
Robey Fertility and Contraception
Guyer Anonymity and Cooperation
Highway1 Highway Accidents
Ornstein Interlocking Directorates Among Major Canadian Firms
Pottery Chemical Composition of Pottery
States Education and Related Statistics for the U.S. States
Mroz U.S. Women's Labor-Force Participation
OBrienKaiser O'Brien and Kaiser's Repeated-Measures Data
ScatterplotSmoothers Smoothers to Draw Lines on Scatterplots
Soils Soil Compositions of Physical and Chemical Characteristics
Chile Voting Intentions in the 1988 Chilean Plebiscite
Chirot The 1907 Romanian Peasant Rebellion
Florida Florida County Voting
Transact Transaction data
WeightLoss Weight Loss Data
Womenlf Canadian Women's Labour-Force Participation
bootCase Case bootstrap for regression models
USPop Population of the United States
Vocab Vocabulary and Education
car-deprecated Deprecated Functions in car Package
car-internal.Rd Internal Objects for the car package
Friendly Format Effects on Recall
Ginzberg Data on Depression
LoBD Cancer drug data use to provide an example of the use of the skew power distributions.
Mandel Contrived Collinear Data
SLID Survey of Labour and Income Dynamics
avPlots Added-Variable Plots
bcPower Box-Cox, Box-Cox with Negatives Allowed, Yeo-Johnson and Basic Power Transformations
car-package Companion to Applied Regression
influencePlot Regression Influence Plot
invResPlot Inverse Response Plots to Transform the Response
mcPlots Draw Linear Model Marginal and Conditional Plots in Parallel or Overlaid
boxCox Graph the profile log-likelihood for Box-Cox transformations in 1D or in 2D with the bcnPower family.
hist.boot Methods Functions to Support boot Objects
infIndexPlot Influence Index Plot
leveragePlots Regression Leverage Plots
linearHypothesis Test Linear Hypothesis
scatterplotMatrix Scatterplot Matrices
Prestige Prestige of Canadian Occupations
Quartet Four Regression Datasets
Wong Post-Coma Recovery of IQ
ncvTest Score Test for Non-Constant Error Variance
regLine Plot Regression Line
residualPlots Residual Plots and Curvature Tests for Linear Model Fits
vif Variance Inflation Factors
wcrossprod Weighted Matrix Crossproduct
Wool Wool data
ceresPlots Ceres Plots
compareCoefs Print estimated coefficients and their standard errors in a table for several regression models.
densityPlot Nonparametric Density Estimates
dfbetaPlots dfbeta and dfbetas Index Plots
Freedman Crowding and Crime in U. S. Metropolitan Areas
KosteckiDillon Treatment of Migraine Headaches
Leinhardt Data on Infant-Mortality
carWeb Access to the R Companion to Applied Regression website
durbinWatsonTest Durbin-Watson Test for Autocorrelated Errors
hccm Heteroscedasticity-Corrected Covariance Matrices
outlierTest Bonferroni Outlier Test
showLabels Utility Functions to Identify and Mark Extreme Points in a 2D Plot.
symbox Boxplots for transformations to symmetry
testTransform Likelihood-Ratio Tests for Univariate or Multivariate Power Transformations to Normality
Sahlins Agricultural Production in Mazulu Village
Salaries Salaries for Professors
TransformationAxes Axes for Transformed Variables
invTranPlot Choose a Predictor Transformation Visually or Numerically
leveneTest Levene's Test
plot.powerTransform plot Method for powerTransform Objects
powerTransform Finding Univariate or Multivariate Power Transformations
UN GDP and Infant Mortality
boxCoxVariable Constructed Variable for Box-Cox Transformation
boxTidwell Box-Tidwell Transformations
crPlots Component+Residual (Partial Residual) Plots
deltaMethod Estimate and Standard Error of a Nonlinear Function of Estimated Regression Coefficients
logit Logit Transformation
mmps Marginal Model Plotting
panel.car Panel Function for Coplots
scatter3d Three-Dimensional Scatterplots and Point Identification
scatterplot Scatterplots with Boxplots
sigmaHat Return the scale estimate for a regression model
qqPlot Quantile-Comparison Plots
recode Recode a Variable
spreadLevelPlot Spread-Level Plots
subsets Plot Output from regsubsets Function in leaps package
some Sample a Few Elements of an Object
which.names Position of Row Names
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