Package: SdeaR 1.1.0

Vicente Bolós

SdeaR: Stochastic Data Envelopment Analysis

Set of functions for Stochastic Data Envelopment Analysis. Chance constrained versions of radial, directional and additive DEA models are implemented, as long as super-efficiency models. See: Cooper, W.W.; Deng, H.; Huang, Z.; Li, S.X. (2002). <doi:10.1057/palgrave.jors.2601433>, Bolós, V.J.; Benítez, R.; Coll-Serrano, V. (2024) <doi:10.1016/j.orp.2024.100307>.

Authors:Vicente Bolós [aut, cre], Vicente Coll-Serrano [aut], Rafael Benítez Suárez [aut]

SdeaR_1.1.0.tar.gz
SdeaR_1.1.0.zip(r-4.7)SdeaR_1.1.0.zip(r-4.6)SdeaR_1.1.0.zip(r-4.5)
SdeaR_1.1.0.tgz(r-4.6-any)SdeaR_1.1.0.tgz(r-4.5-any)
SdeaR_1.1.0.tar.gz(r-4.7-any)SdeaR_1.1.0.tar.gz(r-4.6-any)
SdeaR_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
SdeaR/json (API)

# Install 'SdeaR' in R:

install.packages('SdeaR', repos = c('https://vjbolos.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vjbolos/sdear/issues

Datasets:

Automobile - Data: Cooper et al. (2001).
Textile - Data: Cooper et al. (2001).

On CRAN:

3.00 score 167 downloads 8 exports 88 dependencies

Last updated from:2e3c099491. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	220
source / vignettes	OK	214
linux-release-x86_64	OK	260
macos-release-arm64	OK	201
macos-oldrel-arm64	OK	194
windows-devel	OK	142
windows-release	OK	126
windows-oldrel	OK	138
wasm-release	OK	161

Exports:make_deadata_stoch modelstoch_additive modelstoch_additive_p modelstoch_addsupereff modelstoch_dir modelstoch_dir_dd modelstoch_radial modelstoch_radial_supereff

Dependencies:alabama askpass base64enc bslib cachem cccp cli codetools cpp11 crosstalk curl data.table deaR digest dplyr evaluate farver fastmap fitdistrplus fontawesome foreach fs generics ggplot2 glue gridExtra gtable highr htmltools htmlwidgets httr igraph isoband iterators jquerylib jsonlite knitr labeling later lattice lazyeval lifecycle lpSolve magrittr MASS Matrix memoise mime minpack.lm nloptr numDeriv openssl optiSolve otel pillar pkgconfig plotly plyr promises purrr R6 rappdirs RColorBrewer Rcpp RcppArmadillo rgl rlang rmarkdown S7 sass scales scatterplot3d shapes stringi stringr survival sys tibble tidyr tidyselect tinytex utf8 vctrs viridisLite withr writexl xfun yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Data: Cooper et al. (2001).	Automobile
Objective scores	efficiencies.dea_stoch
make_deadata_stoch	make_deadata_stoch
Chance Constrained Additive E-model.	modelstoch_additive
Chance Constrained Additive P-model.	modelstoch_additive_p
Chance Constrained Super-efficiency Additive E-model.	modelstoch_addsupereff
Chance Constrained Directional Models with Stochastic Directions	modelstoch_dir
Chance Constrained Directional Models with Deterministic Directions	modelstoch_dir_dd
Chance Constrained Radial Models	modelstoch_radial
Chance Constrained Radial Super-efficiency Models	modelstoch_radial_supereff
Data: Cooper et al. (2001).	Textile