Package: OPSR 0.2.0

OPSR: Ordered Probit Switching Regression

Estimates ordered probit switching regression models - a Heckman type selection model with an ordinal selection and continuous outcomes. Different model specifications are allowed for each treatment/regime. For more details on the method, see Wang & Mokhtarian (2024) <doi:10.1016/j.tra.2024.104072> or Chiburis & Lokshin (2007) <doi:10.1177/1536867X0700700202>.

Authors:Daniel Heimgartner [aut, cre, cph], Xinyi Wang [aut]

OPSR_0.2.0.tar.gz
OPSR_0.2.0.zip(r-4.5)OPSR_0.2.0.zip(r-4.4)OPSR_0.2.0.zip(r-4.3)
OPSR_0.2.0.tgz(r-4.5-x86_64)OPSR_0.2.0.tgz(r-4.5-arm64)OPSR_0.2.0.tgz(r-4.4-x86_64)OPSR_0.2.0.tgz(r-4.4-arm64)OPSR_0.2.0.tgz(r-4.3-x86_64)OPSR_0.2.0.tgz(r-4.3-arm64)
OPSR_0.2.0.tar.gz(r-4.5-noble)OPSR_0.2.0.tar.gz(r-4.4-noble)
OPSR_0.2.0.tgz(r-4.4-emscripten)OPSR_0.2.0.tgz(r-4.3-emscripten)
OPSR.pdf |OPSR.html✨
OPSR/json (API)
NEWS

# Install 'OPSR' in R:
install.packages('OPSR', repos = c('https://dheimgartner.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dheimgartner/opsr/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

On CRAN:

Conda:

openblascppopenmp

4.88 score 3 scripts 450 downloads 10 exports 78 dependencies

Last updated 11 days agofrom:2a99ff5d6f. Checks:12 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-win-x86_64OKMar 20 2025
R-4.5-mac-x86_64OKMar 20 2025
R-4.5-mac-aarch64OKMar 20 2025
R-4.5-linux-x86_64OKMar 20 2025
R-4.4-win-x86_64OKMar 20 2025
R-4.4-mac-x86_64OKMar 20 2025
R-4.4-mac-aarch64OKMar 20 2025
R-4.4-linux-x86_64OKMar 20 2025
R-4.3-win-x86_64OKMar 20 2025
R-4.3-mac-x86_64OKMar 20 2025
R-4.3-mac-aarch64OKMar 20 2025

Exports:loglik_cppopsropsr_2stepopsr_check_ompopsr_check_startopsr_max_threadsopsr_null_modelopsr_prepare_coefsopsr_simulateopsr.fit

Dependencies:abindaskpassbackportsbootbroomcarcarDataclicolorspacecowplotcpp11curlDerivdigestdoBydplyrfansifarverFormulagenericsggplot2gluegtablehttrisobandjsonlitelabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmaxLikmgcvmicrobenchmarkmimeminqamiscToolsmodelrmunsellmvtnormnlmenloptrnnetnumDerivopensslpbkrtestpillarpkgconfigpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangsandwichscalesSparseMstringistringrsurvivalsystexregtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo

OPSR: A Package for Estimating Ordered Probit Switching Regression Models in R

Rendered fromopsr.Rnwusingutils::Sweaveon Mar 20 2025.

Last update: 2025-03-12
Started: 2024-10-01