Mixture Models: Parametric, Semiparametric, and Robust
Overview
Various functions are provided to estimate parametric mixture models (with Gaussian, t, Laplace, log-concave distributions, etc.) and non-parametric mixture models. The package performs hypothesis tests and addresses label switching issues in mixture models. The package also allows for parameter estimation in mixture of regressions, proportion-varying mixture of regressions, and robust mixture of regressions.
- Updated maintainer email address in DESCRIPTION file.
From NEWS.md in the release
Install
Health
- OK13 OK2026-09-08
- ERROR12 OK, 1 ERROR2026-09-07
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
Show 2 earlier changesHide 2 earlier changes
- ERROR12 OK, 1 ERROR2026-06-08
- OK14 OK2026-03-10
Documentation
- Help pages
- 37
- Examples that run
- 81%25 run in a plain check · 6 hold no code
- Exported functions with examples
- 100%
- Documented parameters
- 99%
- Return-value docs
- 100%
- Help pages citing references
- 81%
Downloads
Dependencies
Installing MixSemiRob adds 75 packages (41 with compiled code, 69 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.
Code & Tests
Datasets
People & History
Previously maintained by Xin Shen (1.0.0).
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- unarchivedReturned to CRAN2026-02-18
- 1.1.1Latest
- archivedRemoved from CRAN2025-07-23email to the maintainer is undeliverable
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 1.1.02023-09-20 · diff ↗ ·
removed 33 exports
EMlogconc, EMlogconcHD, Hypothesis_test, KDEEM, KDEEM.H, KDEEM.LSE, MixReg_Pvary, RM2_mixreg, backfitglobal, backfitlocal, complhfrequency, distlatfrequency, gen_mixreg, gen_mixreg1, mixbino, mixbinosemi, mixbinosemifull, mixbinosemionestep, mixlin, mixlinrb_bi, mixlint, mixmnorm, mixonekn, mixreg_CWRM, mixreg_Lap, mixscale, mphd, paretomix1, pfmix, root_selection and 3 moreadded 28 exports
complh, distlat, kdeem, kdeem.h, kdeem.lse, mixLogconc, mixLogconcHD, mixMPHD, mixOnekn, mixScale, mixTest, mixpf, mixreg, mixregBisq, mixregLap, mixregPvary, mixregPvaryGen, mixregRM2, mixregT, mixregTrim, semimrBin, semimrBinFull, semimrBinOne, semimrFull, semimrGen, semimrGlobal, semimrLocal, semimrOne - 1.0.02023-04-28
- RR 4.3.0 released · 2023-04-21
Package metadata
- First published
- 2023-04-28
- Total releases
- 3 / 3 yrs
- License
- GPL (>= 2) OSI · relicensed from MIT + file LICENSE in 1.1.0
- Minimum R
- ≥ 3.5
- Bundled data
- 31 KB / 6 files
- Download size
- 112 KB
Cite
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citation("MixSemiRob")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
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