pvisim: parameters, simulator, claims records, tests; calibration of all worlds to Medicare targets
- latent-severity DGP with physicians (skill, style), policies A/B1/B2/sequential, common random numbers - sharp null exact at the patient level (tested) - 01_calibrate.R: joint logit-scale update; all worlds match early PVI 3.2%, late PVI 22.5/3.6%, CLTI 7.8%, death 35% - W4 deferral target 15% (trial-like crossover); post-CLTI PVI lowered so late PVI is mostly elective Co-Authored-By: Claude Opus 5.5 <[email protected]>
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Package: pvisim
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Title: Known-Truth Simulator for Target Trial Emulation of Early Peripheral Vascular Intervention
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Version: 0.1.0
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Authors@R: person("Chen", "Dun", email = "[email protected]", role = c("aut", "cre"))
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Description: Data-generating process (claudicants nested in physicians, latent
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severity, physician skill and style), truths by simulating interventions,
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target trial emulation designs (naive, landmark, sequential trials,
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clone-censor-weight), simulated RCTs, physician-level variants, negative
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controls and performance metrics. Not for CRAN.
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License: MIT
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Encoding: UTF-8
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Depends: R (>= 4.3)
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Imports:
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stats,
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utils,
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yaml,
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data.table
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Suggests:
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testthat (>= 3.0.0),
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fastglm,
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sandwich,
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glmmTMB,
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pkgload
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Config/testthat/edition: 3
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