Man pages for safestats
Safe Anytime-Valid Inference
| checkAndReturnsEsMinParameterSide | Checks consistency between the sided of the hypothesis and... |
| checkAndReturnsNPlan | Check consistency between nPlan and the testType for one and... |
| checkDoubleArgumentsDesignObject | Helper function to check whether arguments are specified in a... |
| computeBetaBatchSafeZ | Helper function: Computes the type II error based on the... |
| computeBetaSafeT | Helper function: Computes the type II error of the safeTTest... |
| computeBetaSafeZ | Helper function: Computes the type II error based on the... |
| computeBootObj | Computes the bootObj for sequential sampling procedures... |
| computeConfidenceBoundForLogOddsTwoProportions | Estimate an upper or lower bound for a safe confidence... |
| computeConfidenceBoundsForDifferenceTwoProportions | Estimate Lower and Upper Bounds on the Confidence Sequence... |
| computeConfidenceIntervalT | Helper function: Computes the safe confidence sequence for... |
| computeConfidenceIntervalZ | Helper function: Computes the safe confidence sequence for a... |
| computeEsMinSafeT | Helper function: Computes the minimal clinically relevant... |
| computeLogrankBetaFrom | Helper function: Computes the type II error under optional... |
| computeLogrankNEvents | Helper function: Computes the planned sample size based on... |
| computeLogrankZ | Helper function to computes the logrank statistic for 'Surv'... |
| computeMinEsBatchSafeZ | Computes the smallest mean difference that is detectable with... |
| computeNEff | Help function to compute the effective sample size based on a... |
| computeNPlanBatchSafeT | Helper function: Computes the planned sample size for the... |
| computeNPlanBatchSafeZ | Helper function: Computes the planned sample size based on... |
| computeNPlanSafeT | Helper function: Computes the planned sample size of the safe... |
| computeNPlanSafeZ | Helper function: Computes the planned sample size based on... |
| computeStatsForLogrank | Computes the sufficient statistics needed to compute... |
| defineTTestN | Computes a Sequence of (Effective) Sample Sizes |
| designFreqT | Design a Frequentist T-Test |
| designFreqZ | Design a Frequentist Z-Test |
| designPilotSafeT | Designs a Safe T-Test Based on Planned Samples nPlan |
| designPilotSafeZ | Designs a Safe Z-Test Based on Planned Samples nPlan |
| designSafeLogrank | Designs a Safe Logrank Test Experiment |
| designSafeT | Designs a Safe Experiment to Test Means with a T Test |
| designSafeTwoProportions | Designs a Safe Experiment to Test Two Proportions in Stream... |
| designSafeZ | Designs a Safe Z Experiment |
| extractNameFromArgs | Helper function: Get all names as entered by the user |
| generateNormalData | Generates Normally Distributed Data Depending on the Design |
| generateSurvData | Generate Survival Data which Can Be Analysed With the... |
| getArgs | Helper function: Get all arguments as entered by the user |
| getNameAlternative | Gets the Label of the Alternative Hypothesis |
| getNameTestType | Gets the Label of the Test |
| isTryError | Checks Whether a Vector of Object Inherits from the Class... |
| logrankSingleEExact | Helper function computes single component of the exact... |
| logrankSingleZ | Helper function computes single component of the logrank... |
| plotConfidenceSequenceTwoProportions | Plot bounds of a safe confidence sequence of the difference... |
| plotHistogramDistributionStoppingTimes | Plots the Histogram of Stopping Times |
| plot.safe2x2Sim | Plots Results of Simulations for Comparing Hyperparameters... |
| plotSafeTDesignSampleSizeProfile | Plots the Sample Sizes Necessary for a Tolerable Alpha and... |
| plot.safeTSim | Plots a 'safeTSim' Object |
| print.safe2x2Sim | Prints Results of Simulations for Comparing Hyperparameters... |
| print.safeDesign | Print Method for Safe Tests |
| print.safeTest | Print Method for Safe Tests |
| print.safeTSim | Prints a safeTSim Object |
| replicateTTests | Simulate Early Stopping Experiments |
| returnOne | Auxiliary function for sampling of the logrank simulations to... |
| rLogrank | Randomly samples from a logrank distribution |
| safeLogrankTest | Safe Logrank Test |
| safeTTest | Safe Student's T-Test. |
| safeTTestStat | Computes E-Values Based on the T-Statistic |
| safeTTestStatAlpha | safeTTestStat() Subtracted with 1/alpha. |
| safeTTestStatTDensity | safeTTestStat() based on t-densities |
| safeTwoProportionsTest | Perform a Safe Test for Two Proportions with Stream Data |
| safeZ10Inverse | Computes the Inverse of the Two-Sided Safe Z-Test |
| safeZTest | Safe Z-Test |
| safeZTestStat | Computes E-Values Based on the Z-Statistic |
| sampleLogrankStoppingTimes | Simulate stopping times for the exact safe logrank test |
| sampleStoppingTimesSafeT | Simulate stopping times for the safe z-test |
| sampleStoppingTimesSafeZ | Simulate stopping times for the safe z-test |
| selectivelyContinueTTestCombineData | Selectively Continue Experiments that Did Not Lead to a Null... |
| setSafeStatsPlotOptionsAndReturnOldOnes | Sets 'safestats' Plot Options and Returns the Current Plot... |
| simulateCoverageDifferenceTwoProportions | Simulate the coverage of a safe confidence sequence for... |
| simulateIncorrectStoppingTimesFisher | Simulate incorrect optional stopping with fisher's exact... |
| simulateOptionalStoppingScenarioTwoProportions | Simulate an optional stopping scenario according to a safe... |
| simulate.safeDesign | Simulate Early Stopping Experiments for the T Test |
| simulateTwoProportions | Compare Different Hyperparameter Settings for Safe Tests of... |
| tryOrFailWithNA | Tries to Evaluate an Expression and Fails with 'NA' |
