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by John Fox

Companion to Applied Regression

This package accompanies J. Fox and S. Weisberg, An R Companion to Applied Regression, Second Edition, Sage, 2011.

Functions in car

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