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Duration Estimation for Biomarker Enrichment Studies and Trials

v0.1.0 · Jan 10, 2024 · GPL-2

Description

A general framework using mixture Weibull distributions to accurately predict biomarker-guided trial duration accounting for heterogeneous population. Extensive simulations are performed to evaluate the impact of heterogeneous population and the dynamics of biomarker characteristics and disease on the study duration. Several influential parameters including median survival time, enrollment rate, biomarker prevalence and effect size are identified. Efficiency gains of biomarker-guided trials can be quantitatively compared to the traditional all-comers design. For reference, see Zhang et al. (2024) <arXiv:2401.00540>.

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CRAN incoming feasibility

Maintainer: ‘Hong Zhang <hzhang@wpi.edu>’

The Description field contains
  <arXiv:2401.00540>.
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: ‘Hong Zhang <hzhang@wpi.edu>’

The Description field contains
  <arXiv:2401.00540>.
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: ‘Hong Zhang <hzhang@wpi.edu>’

The Description field contains
  <arXiv:2401.00540>.
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: ‘Hong Zhang <hzhang@wpi.edu>’

The Description field contains
  <arXiv:2401.00540>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies survival flexsurv debest

Version History

new 0.1.0 Mar 9, 2026