John, Thanks for making these available! I'm very interested in your sem package in particular. Do you have versions that run in S-PLUS too? I'll send comments as I work through the materials. Paul ********************************************************************** MAJ Paul D. Bliese, Ph.D. Chief, Dept. Operational Stress Research Walter Reed Army Institute of Research Washington, DC 20307 Voice: (301) 319-9873 Fax: (301) 319-9484 paul.bliese at na.amedd.army.mil -----Original Message----- From: John Fox [mailto:jfox at mcmaster.ca] Sent: Friday, April 27, 2001 10:52 PM To: R-announce at r-project.org Subject: two new packages I've prepared preliminary versions of two packages that I plan eventually to contribute to CRAN: car (for "Companion to Applied Regression") is a package that provides a variety of functions in support of linear and generalized linear models, including regression diagnostics (e.g., studentized residuals, hat-values, Cook's distances, dfbeta, dfbetas, added-variable plots, component+residual plots, ceres plots, Durbin-Watson statistics); some tools for graphing and exploring data (e.g., enhanced quantile-comparison plots -- with simulated envelopes for studentized residuals from linear models, scatterplot, and scatterplot-matrix functions); some utilities (e.g., for recoding variables); some functions for transformations of data (e.g., multivariate unconditional Box-Cox transformation); an enhanced Anova function; and many datasets. The object is to make tasks that are commonly employed in regression modeling more convenient, particularly for students with limited programming skills. I've tried largely to avoid duplicating capabilities in existing packages. sem is a package for fitting "structural-equation models." The package supports general structural equation models with latent varibles, fit by maximum likelihood assuming multinormality, and single-equation estimation for observed-variable models by two-stage least squares. For the present, I'm making these packages available on my web site, at <http://www.socsci.mcmaster.ca/jfox/Misc/car/> and <http://socserv.socsci.mcmaster.ca/jfox/Misc/sem/>. I'm particularly interested in suggestions and comments. John ________________________________ John Fox Department of Sociology McMaster University email: jfox at McMaster.ca web: www.socsci.mcmaster.ca/jfox ________________________________ -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-. -.- r-announce mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html Send "info", "help", or "[un]subscribe" (in the "body", not the subject !) To: r-announce-request at stat.math.ethz.ch _._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._. _._ -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.- r-help mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html Send "info", "help", or "[un]subscribe" (in the "body", not the subject !) To: r-help-request at stat.math.ethz.ch _._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._
two new packages
3 messages · Bliese, Paul D MAJ WRAIR-Wash DC, Kjetil Halvorsen, John Fox
1 day later
Hola! I have a package i will soon contribute to CRAN, SenSrivastava, containing the datasets for exampples and exercises in the book: Sen/Srivastava: "Regression Analysis, Theory, Methods, and Applications." (Springer Verlag, 1990) What I haven? found in R, needed for teaching from the book, is diagnostics for multicollinearity. (VIF?s) Is this somewhere in R I havent searched, or have anyboduyu coded it up? Thanks very much, Kjetil Halvorsen.
"Bliese, Paul D MAJ WRAIR-Wash DC" wrote:
John, Thanks for making these available! I'm very interested in your sem package in particular. Do you have versions that run in S-PLUS too? I'll send comments as I work through the materials. Paul ********************************************************************** MAJ Paul D. Bliese, Ph.D. Chief, Dept. Operational Stress Research Walter Reed Army Institute of Research Washington, DC 20307 Voice: (301) 319-9873 Fax: (301) 319-9484 paul.bliese at na.amedd.army.mil -----Original Message----- From: John Fox [mailto:jfox at mcmaster.ca] Sent: Friday, April 27, 2001 10:52 PM To: R-announce at r-project.org Subject: two new packages I've prepared preliminary versions of two packages that I plan eventually to contribute to CRAN: car (for "Companion to Applied Regression") is a package that provides a variety of functions in support of linear and generalized linear models, including regression diagnostics (e.g., studentized residuals, hat-values, Cook's distances, dfbeta, dfbetas, added-variable plots, component+residual plots, ceres plots, Durbin-Watson statistics); some tools for graphing and exploring data (e.g., enhanced quantile-comparison plots -- with simulated envelopes for studentized residuals from linear models, scatterplot, and scatterplot-matrix functions); some utilities (e.g., for recoding variables); some functions for transformations of data (e.g., multivariate unconditional Box-Cox transformation); an enhanced Anova function; and many datasets. The object is to make tasks that are commonly employed in regression modeling more convenient, particularly for students with limited programming skills. I've tried largely to avoid duplicating capabilities in existing packages. sem is a package for fitting "structural-equation models." The package supports general structural equation models with latent varibles, fit by maximum likelihood assuming multinormality, and single-equation estimation for observed-variable models by two-stage least squares. For the present, I'm making these packages available on my web site, at <http://www.socsci.mcmaster.ca/jfox/Misc/car/> and <http://socserv.socsci.mcmaster.ca/jfox/Misc/sem/>. I'm particularly interested in suggestions and comments. John
________________________________ John Fox Department of Sociology McMaster University email: jfox at McMaster.ca web: www.socsci.mcmaster.ca/jfox ________________________________ -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-. -.- r-announce mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html Send "info", "help", or "[un]subscribe" (in the "body", not the subject !) To: r-announce-request at stat.math.ethz.ch _._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._. _._ -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.- r-help mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html Send "info", "help", or "[un]subscribe" (in the "body", not the subject !) To: r-help-request at stat.math.ethz.ch _._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._
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Dear Kjetil, The vif function in the car package calculates vif's for one-degree-of-freedom terms in a linear model object and generalized vif's for terms with more than one df (the latter are described in Fox, J. and Monette, G. (1992) Generalized collinearity diagnostics. JASA, 87, 178?183). Beyond this, other tools are readily available in R, such as eigenvalues/vectors, singular-value decompositions, and principal-components analysis. I hope that this helps, John
At 01:43 PM 02/05/2001 -0400, kjetil halvorsen wrote:
Hola! I have a package i will soon contribute to CRAN, SenSrivastava, containing the datasets for exampples and exercises in the book: Sen/Srivastava: "Regression Analysis, Theory, Methods, and Applications." (Springer Verlag, 1990) What I haven? found in R, needed for teaching from the book, is diagnostics for multicollinearity. (VIF?s) Is this somewhere in R I havent searched, or have anyboduyu coded it up? Thanks very much, Kjetil Halvorsen. "Bliese, Paul D MAJ WRAIR-Wash DC" wrote:
John, Thanks for making these available! I'm very interested in your sem package in particular. Do you have versions that run in S-PLUS too? I'll send comments as I work through the materials. Paul ********************************************************************** MAJ Paul D. Bliese, Ph.D. Chief, Dept. Operational Stress Research Walter Reed Army Institute of Research Washington, DC 20307 Voice: (301) 319-9873 Fax: (301) 319-9484 paul.bliese at na.amedd.army.mil -----Original Message----- From: John Fox [mailto:jfox at mcmaster.ca] Sent: Friday, April 27, 2001 10:52 PM To: R-announce at r-project.org Subject: two new packages I've prepared preliminary versions of two packages that I plan eventually to contribute to CRAN: car (for "Companion to Applied Regression") is a package that provides a variety of functions in support of linear and generalized linear models, including regression diagnostics (e.g., studentized residuals, hat-values, Cook's distances, dfbeta, dfbetas, added-variable plots, component+residual plots, ceres plots, Durbin-Watson statistics); some tools for graphing and exploring data (e.g., enhanced quantile-comparison plots -- with simulated envelopes for studentized residuals from linear models, scatterplot, and scatterplot-matrix functions); some utilities (e.g., for recoding variables); some functions for transformations of data (e.g., multivariate unconditional Box-Cox transformation); an enhanced Anova function; and many datasets. The object is to make tasks that are commonly employed in regression modeling more convenient, particularly for students with limited programming skills. I've tried largely to avoid duplicating capabilities in existing packages. sem is a package for fitting "structural-equation models." The package supports general structural equation models with latent varibles, fit by maximum likelihood assuming multinormality, and single-equation estimation for observed-variable models by two-stage least squares. For the present, I'm making these packages available on my web site, at <http://www.socsci.mcmaster.ca/jfox/Misc/car/> and <http://socserv.socsci.mcmaster.ca/jfox/Misc/sem/>. I'm particularly interested in suggestions and comments. John
________________________________ John Fox Department of Sociology McMaster University email: jfox at McMaster.ca web: www.socsci.mcmaster.ca/jfox ________________________________
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________________________________ John Fox Department of Sociology McMaster University email: jfox at McMaster.ca web: www.socsci.mcmaster.ca/jfox ________________________________ -.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.-.- r-help mailing list -- Read http://www.ci.tuwien.ac.at/~hornik/R/R-FAQ.html Send "info", "help", or "[un]subscribe" (in the "body", not the subject !) To: r-help-request at stat.math.ethz.ch _._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._._