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