two new packages
John Fox
jfox at mcmaster.ca
Sat Apr 28 04:51:37 CEST 2001
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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