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