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r / packages / r-sharpdata

Functions and data sets inspired by data sharpening - data perturbation to achieve improved performance in nonparametric estimation, as described in Choi, E., Hall, P. and Rousson, V. (2000). Capabilities for enhanced local linear regression function and derivative estimation are included, as well as an asymptotically correct iterated data sharpening estimator for any degree of local polynomial regression estimation. A cross-validation-based bandwidth selector is included which, in concert with the iterated sharpener, will often provide superior performance, according to a median integrated squared error criterion. Sample data sets are provided to illustrate function usage.

Type Size Name Uploaded Downloads Labels
conda 51.1 kB | linux-64/r-sharpdata-1.4-r43h640688f_0.tar.bz2  1 year and 6 months ago 31 main
conda 50.9 kB | linux-64/r-sharpdata-1.4-r42h640688f_0.tar.bz2  3 years and 1 month ago 61 main
conda 75.7 kB | win-64/r-sharpdata-1.2-r36h17ddedb_0.tar.bz2  5 years and 5 months ago 99 main
conda 64.2 kB | osx-64/r-sharpdata-1.2-r36hfffe0aa_0.tar.bz2  5 years and 5 months ago 22 main
conda 64.2 kB | linux-64/r-sharpdata-1.2-r36ha65eedd_0.tar.bz2  5 years and 5 months ago 65 main

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