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