npbr: Nonparametric Boundary Regression

A variety of functions for the best known and most innovative approaches to nonparametric boundary estimation. The selected methods are concerned with empirical, smoothed, unrestricted as well as constrained fits under both separate and multiple shape constraints. They cover robust approaches to outliers as well as data envelopment techniques based on piecewise polynomials, splines, local linear fitting, extreme values and kernel smoothing. The package also seamlessly allows for Monte Carlo comparisons among these different estimation methods. Its use is illustrated via a number of empirical applications and simulated examples.

AuthorAbdelaati Daouia <Abdelaati.Daouia@tse-fr.eu>, Thibault Laurent <thibault.laurent@univ-tlse1.fr>, Hohsuk Noh <word5810@gmail.com>
Date of publication2016-10-15 18:52:08
MaintainerThibault Laurent <thibault.laurent@univ-tlse1.fr>
LicenseGPL (>= 2)
Version1.4

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Files in this package

npbr
npbr/inst
npbr/inst/CITATION
npbr/inst/doc
npbr/inst/doc/ex-npbr.R
npbr/inst/doc/ex-npbr.rnw
npbr/inst/doc/ex-npbr.pdf
npbr/src
npbr/src/sigma2m.c
npbr/NAMESPACE
npbr/data
npbr/data/post.rda
npbr/data/nuclear.rda
npbr/data/records.rda
npbr/data/air.rda
npbr/data/green.rda
npbr/R
npbr/R/dfs_pwm.r
npbr/R/mopt_pwm.r
npbr/R/kern_smooth.R
npbr/R/loc_max.r
npbr/R/pick_est.r
npbr/R/rho_pwm.r
npbr/R/cub_spline_kn.r
npbr/R/cub_spline_est.r
npbr/R/rho_momt_pick.r
npbr/R/kopt_momt_pick.r
npbr/R/dfs_pick.r
npbr/R/poly_est.R npbr/R/kern_smooth_bw.R npbr/R/quad_spline_kn.R
npbr/R/poly_degree.r
npbr/R/zzz.r
npbr/R/loc_est_bw.R npbr/R/quad_spline_est.R
npbr/R/dfs_momt.r
npbr/R/loc_est.R npbr/R/dea_est.R
npbr/vignettes
npbr/vignettes/ex-npbr.rnw
npbr/MD5
npbr/build
npbr/build/vignette.rds
npbr/DESCRIPTION
npbr/man
npbr/man/mopt_pwm.rd
npbr/man/cub_spline_kn.rd
npbr/man/kern_smooth_bw.Rd npbr/man/loc_est_bw.Rd
npbr/man/cub_spline_est.rd
npbr/man/dfs_pick.rd
npbr/man/quad_spline_kn.Rd
npbr/man/loc_max.rd
npbr/man/post.Rd
npbr/man/kopt_momt_pick.rd
npbr/man/rho_pwm.rd
npbr/man/green.Rd npbr/man/loc_est.Rd
npbr/man/poly_degree.rd
npbr/man/dea_est.Rd npbr/man/poly_est.Rd npbr/man/quad_spline_est.Rd npbr/man/npbr-package.Rd
npbr/man/dfs_momt.rd
npbr/man/records.Rd
npbr/man/rho_momt_pick.rd
npbr/man/dfs_pwm.rd
npbr/man/pick_est.rd
npbr/man/air.rd
npbr/man/nuclear.Rd npbr/man/kern_smooth.Rd

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