Fitting Univariate Censored Linear Regression Model with Autoregressive Errors
Overview
It fits a univariate left, right, or interval censored linear regression model with autoregressive errors, considering the normal or the Student-t distribution for the innovations. It provides estimates and standard errors of the parameters, predicts future observations, and supports missing values on the dependent variable. References used for this package: Schumacher, F. L., Lachos, V. H., & Dey, D. K. (2017). Censored regression models with autoregressive errors: A likelihood-based perspective. Canadian Journal of Statistics, 45(4), 375-392 doi:10.1002/cjs.11338. Schumacher, F. L., Lachos, V. H., Vilca-Labra, F. E., & Castro, L. M. (2018). Influence diagnostics for censored regression models with autoregressive errors. Australian & New Zealand Journal of Statistics, 60(2), 209-229 doi:10.1111/anzs.12229. Valeriano, K. A., Schumacher, F. L., Galarza, C. E., & Matos, L. A. (2024). Censored autoregressive regression models with Student‐t innovations. Canadian Journal of Statistics, 52(3), 804-828 doi:10.1002/cjs.11804.
- Minor edits to documentation in response to CRAN's cross-referencing edits.
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-04-22
- ERROR13 OK, 1 ERROR2026-04-18
- OK14 OK2026-03-10
Documentation
- Help pages
- 13
- Examples that run
- 54%7 run in a plain check · 6 only when donttest examples are enabled (R CMD check --as-cran)
- Exported functions with examples
- 100%
- Documented parameters
- 81%
- Return-value docs
- 100%
- Help pages citing references
- 38% with a bibliography file
Downloads
Dependencies
Installing ARCensReg adds 52 packages (28 with compiled code, 34 MB of source tarballs). Heaviest: ggplot2 6.0 MB, opdisDownsampling 2.9 MB, robustbase 2.2 MB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 3.0.2Latest
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 3.0.1
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- 2.12016-09-11 · diff ↗
- 2.0
- 1.02016-05-16
- RR 3.3.0 released · 2016-05-03
Package metadata
- First published
- 2016-05-16
- Total releases
- 5 / 10 yrs
- License
- GPL (>= 2) OSI
- Bundled data
- 4.0 KB / 2 files
- Download size
- 116 KB
Cite
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