Package: lchemix 0.1.0
lchemix: A Bayesian Multi-Dimensional Couple-Based Latent Risk Model
A joint latent class model where a hierarchical structure exists, with an interaction between female and male partners of a couple. A Bayesian perspective to inference and Markov chain Monte Carlo algorithms to obtain posterior estimates of model parameters. The reference paper is: Beom Seuk Hwang, Zhen Chen, Germaine M.Buck Louis, Paul S. Albert, (2018) "A Bayesian multi-dimensional couple-based latent risk model with an application to infertility". Biometrics, 75, 315-325. <doi:10.1111/biom.12972>.
Authors:
lchemix_0.1.0.tar.gz
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lchemix.pdf |lchemix.html✨
lchemix/json (API)
| # Install 'lchemix' in R: |
| install.packages('lchemix', repos = c('https://wzhang17.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/wzhang17/lchemix/issues
- sampledata - The example data is meant to represent one dataset for Scenario II in simulation study, which is explored in Section S3 of Supplementary Materials in the paper. The 'sampledata' file contains 378 rows and 83 variables.
Last updated 5 years agofrom:70b11f43fc. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 15 2025 |
| R-4.5-win | OK | Mar 15 2025 |
| R-4.5-mac | OK | Mar 15 2025 |
| R-4.5-linux | OK | Mar 15 2025 |
| R-4.4-win | OK | Mar 15 2025 |
| R-4.4-mac | OK | Mar 15 2025 |
| R-4.4-linux | OK | Mar 15 2025 |
| R-4.3-win | OK | Mar 15 2025 |
| R-4.3-mac | OK | Mar 15 2025 |
Exports:
Dependencies:codalatticeMASSMatrixMatrixModelsmcmcMCMCpackmvtnormquantregSparseMsurvival
