Categorical Regression Splines
Categorical Logspline Density
Nonparametric Regression Splines with Continuous and Categorical Predi...
Categorical Regression Splines
Nonparametric Instrumental Regression
Nonparametric Instrumental Derivatives
Regression Spline Significance Test with Mixed Data Types
Canadian High School Graduate Earnings
1995 British Family Expenditure Survey
Cross-Sectional Data on Wages
Categorical Factor Regression Spline Cross-Validation
Categorical Factor Regression Spline Cross-Validation
Utility function for constructing generalized polynomial smooths
GSL (GNU Scientific Library) B-spline/B-spline Derivatives
Categorical Kernel Regression Spline Cross-Validation
Categorical Kernel Regression Spline Cross-Validation
Generalized Local Polynomial Regression
R interface to NOMAD
Utility functions for constructing tensor product smooths
Find the unique rows in a matrix
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>). We would also like to acknowledge the contributions of the GNU GSL authors. In particular, we adapt the GNU GSL B-spline routine gsl_bspline.c adding automated support for quantile knots (in addition to uniform knots), providing missing functionality for derivatives, and for extending the splines beyond their endpoints.
Useful links