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