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