Other packages > Find by keyword >

sharpData  

Data Sharpening
View on CRAN: Click here


Download and install sharpData package within the R console
Install from CRAN:
install.packages("sharpData")

Install from Github:
library("remotes")
install_github("cran/sharpData")

Install by package version:
library("remotes")
install_version("sharpData", "1.4")



Attach the package and use:
library("sharpData")
Maintained by
W.J. Braun
[Scholar Profile | Author Map]
First Published: 2019-08-02
Latest Update: 2021-03-30
Description:
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.
How to cite:
W.J. Braun (2019). sharpData: Data Sharpening. R package version 1.4, https://cran.r-project.org/web/packages/sharpData. Accessed 31 Mar. 2025.
Previous versions and publish date:
1.1 (2019-08-02 12:50), 1.2 (2019-08-19 20:50), 1.3 (2021-01-16 03:10)
Other packages that cited sharpData R package
View sharpData citation profile
Other R packages that sharpData depends, imports, suggests or enhances
Complete documentation for sharpData
Functions, R codes and Examples using the sharpData R package
Some associated functions: CVsharp . LLsharpen . MPG . MonoMat . Monolpoly . burnRate . sharpiteration . whale . 
Some associated R codes: CVsharp.R . LLsharpen.R . MonoMat.R . Monolpoly.R . sharpiteration.R .  Full sharpData package functions and examples
Downloads during the last 30 days
02/2803/0103/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1803/2003/2103/2203/2303/2403/2503/2603/2703/2803/29Downloads for sharpData02468101214TrendBars

Today's Hot Picks in Authors and Packages

tclust  
Robust Trimmed Clustering
Provides functions for robust trimmed clustering. The methods are described in Garcia-Escudero (200 ...
Download / Learn more Package Citations See dependency  
bodycomp  
Percent Body Fat Values Using Anthropometric Prediction Equations
Skinfold measurements is one of the most popular and practical methods for estimating percent body f ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
popbio  
Construction and Analysis of Matrix Population Models
Construct and analyze projection matrix models from a demography study of marked individuals classif ...
Download / Learn more Package Citations See dependency  
equivUMP  
Uniformly Most Powerful Invariant Tests of Equivalence
Implementation of uniformly most powerful invariant equivalence tests for one- and two-sample probl ...
Download / Learn more Package Citations See dependency  
PermutationR  
Conduct Permutation Analysis of Variance in R
Conduct permutation One-Way or Two-Way Analysis of Variance in R. Use different permutation types fo ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA