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estimands
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Pre-data recovery tests for planned study designs: simulate whether a planned design-analysis pair can recover its target estimand, with PASS/RISK/FAIL verdicts under versioned threshold profiles. Companion R package to the recovery-test methods paper.
r statistics simulation monte-carlo rstats clinical-trials r-package preregistration power-analysis research-methods study-design metascience estimands declaredesign
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Updated
Jul 15, 2026 - R
Python mirror of recoverlite: pre-data recovery tests for planned study designs (protocol-identical to the R package; results agree within Monte Carlo error)
python statistics simulation monte-carlo preregistration power-analysis research-methods study-design metascience estimands
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Updated
Aug 3, 2026 - Python
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