Other packages > Find by keyword >

boostingDEA  

A Boosting Approach to Data Envelopment Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("boostingDEA", "0.1.0")



Attach the package and use:
library("boostingDEA")
Maintained by
Maria D. Guillen
[Scholar Profile | Author Map]
First Published: 2023-05-15
Latest Update: 2023-05-15
Description:
Includes functions to estimate production frontiers and make ideal output predictions in the Data Envelopment Analysis (DEA) context using both standard models from DEA and Free Disposal Hull (FDH) and boosting techniques. In particular, EATBoosting (Guillen et al., 2023 ) and MARSBoosting. Moreover, the package includes code for estimating several technical efficiency measures using different models such as the input and output-oriented radial measures, the input and output-oriented Russell measures, the Directional Distance Function (DDF), the Weighted Additive Measure (WAM) and the Slacks-Based Measure (SBM).
How to cite:
Maria D. Guillen (2023). boostingDEA: A Boosting Approach to Data Envelopment Analysis. R package version 0.1.0, https://cran.r-project.org/web/packages/boostingDEA. Accessed 03 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited boostingDEA R package
View boostingDEA citation profile
Other R packages that boostingDEA depends, imports, suggests or enhances
Complete documentation for boostingDEA
Downloads during the last 30 days
04/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for boostingDEA2468101214161820TrendBars

Today's Hot Picks in Authors and Packages

farrell  
Interactive Interface to Data Envelopment Analysis Modeling
Allows the user to execute interactively radial data envelopment analysis models. The user has the a ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
grabsampling  
Probability of Detection for Grab Sample Selection
Functions for obtaining the probability of detection, for grab samples selection by using two differ ...
Download / Learn more Package Citations See dependency  
mlr3fselect  
Feature Selection for 'mlr3'
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3 ...
Download / Learn more Package Citations See dependency  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  
TestDesign  
Optimal Test Design Approach to Fixed and Adaptive Test Construction
Uses the optimal test design approach by Birnbaum (1968, ISBN:9781593119348) and van der Linden (201 ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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