Nonparametric Boundary Regression


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Documentation for package ‘npbr’ version 1.8

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npbr-package Nonparametric boundary regression
air European air controllers
cub_spline_est Cubic spline fitting
cub_spline_kn AIC and BIC criteria for choosing the number of inter-knot segments in cubic spline fits
dea_est DEA, FDH and linearized FDH estimators.
dfs_momt Moment frontier estimator
dfs_pick Pickands frontier estimator
dfs_pwm Probability-weighted moment frontier estimator
green American electric utility companies
kern_smooth Frontier estimation via kernel smoothing
kern_smooth_bw Bandwidth selection for kernel smoothing frontier estimators
kopt_momt_pick Optimal k in moment and Pickands frontier estimators
loc_est Local linear frontier estimator
loc_est_bw Bandwidth selection for the local linear frontier estimator
loc_max Local maximum frontier estimators
mopt_pwm Threshold selection for the PWM frontier estimator
npbr Nonparametric boundary regression
nuclear Reliability programs of nuclear reactors
pick_est Local Pickands' frontier estimator
poly_degree AIC and BIC criteria for choosing the optimal degree of the polynomial frontier estimator
poly_est Polynomial frontier estimators
post European postal services
quad_spline_est Quadratic spline frontiers
quad_spline_kn AIC and BIC criteria for choosing the optimal number of inter-knot segments in quadratic spline fits
records Annual sport records
rho_momt_pick Optimal rho for moment and Pickands frontier estimator
rho_pwm Probability-weighted moment frontier estimator