crs v0.15-33
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Categorical Regression Splines
Regression splines that handle a mix of continuous and categorical (discrete) data often encountered in applied settings. I would like to gratefully acknowledge support from the Natural Sciences and Engineering Research Council of Canada (NSERC, <https://www.nserc-crsng.gc.ca>), the Social Sciences and Humanities Research Council of Canada (SSHRC, <https://www.sshrc-crsh.gc.ca>), and the Shared Hierarchical Academic Research Computing Network (SHARCNET, <https://www.sharcnet.ca>).
Readme
crs
This is the R package `crs' (Categorical Regression Splines) written and maintained by Jeffrey S. Racine (racinej@mcmaster.ca) with the invaluable assistance of Zhenghua Nie.
Installation
You can install the stable version on CRAN:
install.packages('crs', dependencies = TRUE)
Or download the zip ball or tar ball, decompress and run R CMD INSTALL on it, or install then use the devtools package to install the development version:
library(devtools); install_github('R-Package-crs', 'JeffreyRacine')
Note Windows users have to first install Rtools, while OS X users have to first install Xcode and the command line tools (in OS X 10.9 or higher, once you have Xcode installed, open a terminal and run xcode-select --install).
For more information on this project please visit the maintainer's website (https://www.socialsciences.mcmaster.ca/people/racinej).
Functions in crs
| Name | Description | |
| krscvNOMAD | Categorical Kernel Regression Spline Cross-Validation | |
| npglpreg | Generalized Local Polynomial Regression | |
| crsiv | Nonparametric Instrumental Regression | |
| crs | Categorical Regression Splines | |
| crsivderiv | Nonparametric Instrumental Derivatives | |
| Engel95 | 1995 British Family Expenditure Survey | |
| crssigtest | Regression Spline Significance Test with Mixed Data Types | |
| snomadr | R interface to NOMAD | |
| frscvNOMAD | Categorical Factor Regression Spline Cross-Validation | |
| cps71 | Canadian High School Graduate Earnings | |
| glp.model.matrix | Utility function for constructing generalized polynomial smooths | |
| tensor.prod.model.matrix | Utility functions for constructing tensor product smooths | |
| wage1 | Cross-Sectional Data on Wages | |
| frscv | Categorical Factor Regression Spline Cross-Validation | |
| gsl.bs | GSL (GNU Scientific Library) B-spline/B-spline Derivatives | |
| krscv | Categorical Kernel Regression Spline Cross-Validation | |
| crs-package | Nonparametric Regression Splines with Continuous and Categorical Predictors | |
| clsd | Categorical Logspline Density | |
| uniquecombs | Find the unique rows in a matrix | |
| No Results! | ||
Vignettes of crs
| Name | ||
| crs.Rnw | ||
| crs.bib | ||
| crs_faq.Rnw | ||
| crs_faq.bib | ||
| spline_primer.Rnw | ||
| spline_primer.bib | ||
| No Results! | ||
Last month downloads
Details
| Date | 2021-02-01 |
| License | GPL (>= 3) |
| URL | https://github.com/JeffreyRacine/R-Package-crs |
| BugReports | https://github.com/JeffreyRacine/R-Package-crs/issues |
| Repository | CRAN |
| NeedsCompilation | yes |
| Packaged | 2021-02-01 23:32:22 UTC; jracine |
| Date/Publication | 2021-02-02 12:10:11 UTC |
| imports | boot , np , quantreg , stats |
| suggests | logspline , quadprog , rgl |
| Contributors | Zhenghua Nie, Brian D. Ripley |
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