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TrialEmulation

Causal Analysis of Observational Time-to-Event Data

v0.0.4.9 · Jan 14, 2026 · Apache License (>= 2)

Description

Implements target trial emulation methods to apply randomized clinical trial design and analysis in an observational setting. Using marginal structural models, it can estimate intention-to-treat and per-protocol effects in emulated trials using electronic health records. A description and application of the method can be found in Danaei et al (2013) <doi:10.1177/0962280211403603>.

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NOTE 8 OK · 6 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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Dependency Network

Dependencies Reverse dependencies broom checkmate data.table DBI duckdb formula.tools lifecycle lmtest mvtnorm Rcpp sandwich TrialEmulation

Version History

new 0.0.4.9 Mar 10, 2026
updated 0.0.4.9 ← 0.0.4.8 diff Jan 13, 2026
updated 0.0.4.8 ← 0.0.4.5 diff Nov 18, 2025
updated 0.0.4.5 ← 0.0.4.2 diff Jun 12, 2025
updated 0.0.4.2 ← 0.0.4.0 diff Feb 20, 2025
updated 0.0.4.0 ← 0.0.3.9 diff Nov 28, 2024
updated 0.0.3.9 ← 0.0.3.8 diff Sep 8, 2024
updated 0.0.3.8 ← 0.0.3.2 diff Jan 23, 2024
new 0.0.3.2 Aug 24, 2023