Package: brlrmr 0.1.7
brlrmr: Bias Reduction with Missing Binary Response
Provides two main functions, il() and fil(). The il() function implements the EM algorithm developed by Ibrahim and Lipsitz (1996) <doi:10.2307/2533068> to estimate the parameters of a logistic regression model with the missing response when the missing data mechanism is nonignorable. The fil() function implements the algorithm proposed by Maity et. al. (2017+) <https://github.com/arnabkrmaity/brlrmr> to reduce the bias produced by the method of Ibrahim and Lipsitz (1996) <doi:10.2307/2533068>.
Authors:
brlrmr_0.1.7.tar.gz
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brlrmr.pdf |brlrmr.html✨
brlrmr/json (API)
| # Install 'brlrmr' in R: |
| install.packages('brlrmr', repos = c('https://maitya02.r-universe.dev', 'https://cloud.r-project.org')) |
- incontinence - Incontinence example.
- nhanes - Subset of original NHANES data used in 'mice' package.
- simulated.data - We simulate this data for the purpose of illustration of the package
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:eefb249259. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 27 2024 |
| R-4.5-win | NOTE | Oct 27 2024 |
| R-4.5-linux | NOTE | Oct 27 2024 |
| R-4.4-win | NOTE | Oct 27 2024 |
| R-4.4-mac | NOTE | Oct 27 2024 |
| R-4.3-win | NOTE | Oct 27 2024 |
| R-4.3-mac | NOTE | Oct 27 2024 |
Exports:em.filem.fil.interactionem.ilem.il.interactionfilil
Dependencies:bootbrglmMASSprofileModelRcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| em.fil | em.fil |
| em.fil.interaction | em.fil.interaction |
| em.il | em.il |
| em.il.interaction | em.il.interaction |
| fil | fil |
| il | il |
| Incontinence example. | incontinence |
| Subset of original NHANES data used in 'mice' package. | nhanes |
| We simulate this data for the purpose of illustration of the package | simulated.data |
