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safestats
View on CRAN: Click
here
Download and install safestats package within the R console
Install from CRAN:
install.packages("safestats")
Install from Github:
library("remotes")
install_github("cran/safestats") Install by package version:
library("remotes")
install_version("safestats", "0.8.7") Attach the package and use:
library("safestats")
Maintained by
Alexander Ly
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-01
Latest Update: 2022-11-24
Description:
Functions to design and apply tests that are anytime valid. The
functions can be used to design hypothesis tests in the prospective/randomised
control trial setting or in the observational/retrospective setting. The
resulting tests remain valid under both optional stopping and optional
continuation. The current version includes safe t-tests and safe tests of
two proportions. For details on the theory of safe tests, see
Grunwald, de Heide and Koolen (2019) "Safe Testing" ,
for details on safe logrank tests see ter Schure, Perez-Ortiz, Ly and Grunwald
(2020) "The Safe Logrank Test: Error Control under Continuous Monitoring with
Unlimited Horizon" and Turner, Ly and Grunwald (2021)
"Safe Tests and Always-Valid Confidence Intervals for contingency tables and
beyond" for details on safe contingency table tests.
How to cite:
Alexander Ly (2022). safestats: Safe Anytime-Valid Inference. R package version 0.8.7, https://cran.r-project.org/web/packages/safestats. Accessed 13 Mar. 2026.
Previous versions and publish date:
0.8.6 (2022-02-01 09:50)
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imports, suggests or enhances
Complete documentation for safestats
Functions, R codes and Examples using
the safestats R package
Some associated functions: checkAndReturnsEsMinParameterSide . checkAndReturnsNPlan . checkDoubleArgumentsDesignObject . computeBetaBatchSafeZ . computeBetaSafeT . computeBetaSafeZ . computeBootObj . computeConfidenceBoundForLogOddsTwoProportions . computeConfidenceBoundsForDifferenceTwoProportions . computeConfidenceIntervalT . computeConfidenceIntervalZ . computeEsMinSafeT . computeLogrankBetaFrom . computeLogrankNEvents . computeLogrankZ . computeMinEsBatchSafeZ . computeNEff . computeNPlanBatchSafeT . computeNPlanBatchSafeZ . computeNPlanSafeT . computeNPlanSafeZ . computeStatsForLogrank . defineTTestN . designFreqT . designFreqZ . designPilotSafeT . designPilotSafeZ . designSafeLogrank . designSafeT . designSafeTwoProportions . designSafeZ . extractNameFromArgs . generateNormalData . generateSurvData . getArgs . getNameAlternative . getNameTestType . isTryError . logrankSingleEExact . logrankSingleZ . plot.safe2x2Sim . plot.safeTSim . plotConfidenceSequenceTwoProportions . plotHistogramDistributionStoppingTimes . plotSafeTDesignSampleSizeProfile . print.safe2x2Sim . print.safeDesign . print.safeTSim . print.safeTest . rLogrank . replicateTTests . returnOne . safeLogrankTest . safeTTest . safeTTestStat . safeTTestStatAlpha . safeTTestStatTDensity . safeTwoProportionsTest . safeZ10Inverse . safeZTest . safeZTestStat . sampleLogrankStoppingTimes . sampleStoppingTimesSafeT . sampleStoppingTimesSafeZ . selectivelyContinueTTestCombineData . setSafeStatsPlotOptionsAndReturnOldOnes . simulate.safeDesign . simulateCoverageDifferenceTwoProportions . simulateIncorrectStoppingTimesFisher . simulateOptionalStoppingScenarioTwoProportions . simulateTwoProportions . tryOrFailWithNA .
Some associated R codes: helpers.R . logRankTest.R . safe2x2Test.R . safeS3Methods.R . tTest.R . zTest.R . Full safestats package functions and examples
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