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semicmprskcoxmsm

Use Inverse Probability Weighting to Estimate Treatment Effect for Semi Competing Risks Data

v0.2.0 · Apr 29, 2022 · GPL (>= 2)

Description

Use inverse probability weighting methods to estimate treatment effect under marginal structure model (MSM) for the transition hazard of semi competing risk data, i.e. illness death model. We implement two specific such models, the usual Markov illness death structural model and the general Markov illness death structural model. We also provide the predicted three risks functions from the marginal structure models. Zhang, Y. and Xu, R. (2022) <arXiv:2204.10426>.

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Maintainer: ‘Yiran Zhang <yiz038@health.ucsd.edu>’

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  Authors@R: person(given = "Yiran",
                    family = "Zhang",
                    role = c("aut", "cre"),
                    email = "yiz038@health.ucsd.edu")
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  Zhang, Y. and Xu, R. (2022) <arXiv:2204.10426>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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Maintainer: ‘Yiran Zhang <yiz038@health.ucsd.edu>’

No Authors@R field in DESCRIPTION.
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  Authors@R: person(given = "Yiran",
                    family = "Zhang",
                    role = c("aut", "cre"),
                    email = "yiz038@health.ucsd.edu")
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The Description field contains
  Zhang, Y. and Xu, R. (2022) <arXiv:2204.10426>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Yiran Zhang <yiz038@health.ucsd.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Yiran",
                    family = "Zhang",
                    role = c("aut", "cre"),
                    email = "yiz038@health.ucsd.edu")
as necessary.

The Description field contains
  Zhang, Y. and Xu, R. (2022) <arXiv:2204.10426>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Yiran Zhang <yiz038@health.ucsd.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Yiran",
                    family = "Zhang",
                    role = c("aut", "cre"),
                    email = "yiz038@health.ucsd.edu")
as necessary.

The Description field contains
  Zhang, Y. and Xu, R. (2022) <arXiv:2204.10426>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies ggplot2 survival twang fastGHQuad Rcpp semicmprskcoxmsm

Version History

new 0.2.0 Mar 9, 2026