car v1.0-14
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by John Fox
Companion to Applied Regression
This package accompanies J. Fox, An R and S-PLUS Companion to Applied Regression,
Sage, 2002.
The package contains mostly functions for applied regression, linear models, and
generalized linear models, with an emphasis on regression diagnostics, particularly
graphical diagnostic methods. There are also some utility functions.
With some exceptions, I have tried not to duplicate capabilities in the basic distribution of R,
nor in widely used packages. Where relevant, the functions in car are consistent with
na.action = na.omit or na.exclude.
Functions in car
| Name | Description | |
| Ask | Change Argument to a Function Interactively | |
| box.cox.powers | Multivariate Unconditional Box-Cox Transformations | |
| Transformation Axes | Axes for Transformed Variables | |
| Var | Variance-Covariance Matrices (deprecated) | |
| ceres.plots | Ceres Plots | |
| av.plots | Added-Variable Plots | |
| Cook's Distances | Cook's Distances for Linear and Generalized Linear Models | |
| linear.hypothesis | Test Linear Hypothesis | |
| spread.level.plot | Spread-Level Plots | |
| levene.test | Levene's Test | |
| outlier.test | Bonferroni Outlier Test | |
| recode | Recode a Variable | |
| some | Sample a Few Elements of an Object | |
| scatterplot.matrix | Scatterplot Matrices | |
| subsets | Plot Output from regsubsets Function in leaps package | |
| reg.line | Plot Regression Line | |
| hccm | Heteroscedasticity-Corrected Covariance Matrices | |
| n.bins | Number of Bins for Histogram | |
| vif | Variance Inflation Factors | |
| car-internal | Internal car functions | |
| ncv.test | Score Test for Non-Constant Error Variance | |
| cr.plots | Component+Residual (Partial Residual) Plots | |
| scatterplot | Scatterplots with Boxplots | |
| leverage.plots | Regression Leverage Plots | |
| qq.plot | Quantile-Comparison Plots | |
| durbin.watson | Durbin-Watson Test for Autocorrelated Errors | |
| panel.car | Panel Function Coplots | |
| logit | Logit Transformation | |
| Anova | Anova Tables for Linear and Generalized Linear Models | |
| which.names | Position of Row Names | |
| box.tidwell | Box-Tidwell Transformations | |
| box.cox.var | Constructed Variable for Box-Cox Transformation | |
| influence.plot | Regression Influence Plot | |
| Ellipses | Ellipses, Data Ellipses, and Confidence Ellipses | |
| Contrasts | Functions to Construct Contrasts | |
| box.cox | Box-Cox Family of Transformations | |
| Robey | Fertility and Contraception | |
| Cowles | Cowles and Davis's Data on Volunteering | |
| Ginzberg | Data on Depression | |
| Duncan | Duncan's Occupational Prestige Data | |
| Blackmoor | Exercise Histories of Eating-Disordered and Control Subjects | |
| Anscombe | U. S. State Public-School Expenditures | |
| Leinhardt | Data on Infant-Mortality | |
| Mroz | U.S. Women's Labor-Force Participation | |
| Florida | Florida County Voting | |
| Migration | Canadian Interprovincial Migration Data | |
| Hartnagel | Canadian Crime-Rates Time Series | |
| DavisThin | Davis's Data on Drive for Thinness | |
| Chile | Voting Intentions in the 1988 Chilean Plebiscite | |
| Quartet | Four Regression Datasets | |
| Moore | Status, Authoritarianism, and Conformity | |
| Greene | Refugee Appeals | |
| Baumann | Methods of Teaching Reading Comprehension | |
| Sahlins | Agricultural Production in Mazulu Village | |
| Mandel | Contrived Collinear Data | |
| SLID | Survey of Labour and Income Dynamics | |
| Womenlf | Canadian Women's Labour-Force Participation | |
| Bfox | Canadian Women's Labour-Force Participation | |
| US.pop | Population of the United States | |
| States | Education and Related Statistics for the U.S. States | |
| Vocab | Vocabulary and Education | |
| Davis | Self-Reports of Height and Weight | |
| Burt | Fraudulent Data on IQs of Twins Raised Apart | |
| Prestige | Prestige of Canadian Occupations | |
| Can.pop | Canadian Population Data | |
| Friendly | Format Effects on Recall | |
| Ericksen | The 1980 U.S. Census Undercount | |
| Ornstein | Interlocking Directorates Among Major Canadian Firms | |
| Chirot | The 1907 Romanian Peasant Rebellion | |
| Guyer | Anonymity and Cooperation | |
| Adler | Experimenter Expectations | |
| Freedman | Crowding and Crime in U. S. Metropolitan Areas | |
| UN | GDP and Infant Mortality | |
| Angell | Moral Integration of American Cities | |
| No Results! | ||
Last month downloads
Details
| Date | 2004/11/19 |
| License | GPL version 2 or newer |
| URL | http://www.r-project.org, http://socserv.socsci.mcmaster.ca/jfox/ |
| Packaged | Fri Nov 19 21:31:24 2004; John Fox |
| depends | base (>= 1.9.0) , R (>= 1.9.0) |
| suggests | leaps , MASS , nnet |
| Contributors | John Fox, David Firth, Brian Ripley, Michael Friendly, Georges Monette, Sanford for various suggestions |
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