Package: CensRegSMSN 0.0.1
CensRegSMSN: Censored Linear Regression Models under Heavy‑tailed Distributions
Functions for fitting univariate linear regression models under Scale Mixtures of Skew-Normal (SMSN) distributions, considering left, right or interval censoring and missing responses. Estimation is performed via an EM-type algorithm. Includes selection criteria, sample generation and envelope. For details, see Gil, Y.A., Garay, A.M., and Lachos, V.H. (2025) <doi:10.1007/s10260-025-00797-x>.
Authors:
CensRegSMSN_0.0.1.tar.gz
CensRegSMSN_0.0.1.zip(r-4.7)CensRegSMSN_0.0.1.zip(r-4.6)CensRegSMSN_0.0.1.zip(r-4.5)
CensRegSMSN_0.0.1.tgz(r-4.6-any)CensRegSMSN_0.0.1.tgz(r-4.5-any)
CensRegSMSN_0.0.1.tar.gz(r-4.7-any)CensRegSMSN_0.0.1.tar.gz(r-4.6-any)
CensRegSMSN_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CensRegSMSN/json (API)
| # Install 'CensRegSMSN' in R: |
| install.packages('CensRegSMSN', repos = c('https://yesseniaalvarez.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:8db7a1c565. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 125 | ||
| source / vignettes | OK | 133 | ||
| linux-release-x86_64 | OK | 141 | ||
| macos-release-arm64 | OK | 200 | ||
| macos-oldrel-arm64 | OK | 193 | ||
| windows-devel | OK | 74 | ||
| windows-release | OK | 67 | ||
| windows-oldrel | OK | 71 | ||
| wasm-release | OK | 99 |
Exports:CensRegSMSNgen_SMSNCens_sample
Dependencies:clicpp11cubaturefarverggplot2gluegtableisobandlabelinglifecyclemnormtmvtnormR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit Censored Linear Regression Model under Scale Mixtures of Skew-Normal Distributions | CensRegSMSN |
| Generate simulated censored data under heavy‑tailed Distributions | gen_SMSNCens_sample |
