Package: assessor 1.1.0
assessor: Assessment Tools for Regression Models with Discrete and Semicontinuous Outcomes
Provides assessment tools for regression models with discrete and semicontinuous outcomes proposed in Yang (2023) <doi:10.48550/arXiv.2308.15596>. It calculates the double probability integral transform (DPIT) residuals, constructs QQ plots of residuals and the ordered curve for assessing mean structures.
Authors:
assessor_1.1.0.tar.gz
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assessor.pdf |assessor.html✨
assessor/json (API)
# Install 'assessor' in R: |
install.packages('assessor', repos = c('https://jhlee1408.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jhlee1408/assessor/issues
- MEPS - Healthcare expenditure data
Last updated 8 months agofrom:5f0f0aca3f. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 20 2024 |
R-4.5-win | OK | Nov 20 2024 |
R-4.5-linux | OK | Nov 20 2024 |
R-4.4-win | OK | Nov 20 2024 |
R-4.4-mac | OK | Nov 20 2024 |
R-4.3-win | OK | Nov 20 2024 |
R-4.3-mac | OK | Nov 20 2024 |
Exports:ord_curveqqresidresid_2pmresid_discresid_quasiresid_semicontiresid_zeroinfl
Dependencies:bootcubaturelatticeMASSMatrixMatrixModelsnpquadprogquantregRcppSparseMsurvivaltweedieVGAM
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Healthcare expenditure data | MEPS |
Ordered curve for assessing mean structures | ord_curve |
QQ-plots of DPIT residuals | qqresid |
Residuals for regression models with two-part outcomes | resid_2pm |
Residuals for regression models with discrete outcomes | resid_disc |
Quasi Emprical residuals functions | resid_quasi |
Residuals for regression models with semicontinuous outcomes | resid_semiconti |
Residuals for regression models with zero-inflated outcomes | resid_zeroinfl |