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