Sequential4.5.1 package

Exact Sequential Analysis for Poisson and Binomial Data

Analyze.Binomial

Function for group sequential analyses for binomial data, without the ...

Analyze.CondPoisson

Function to conduct group sequential analyses for conditional Poisson ...

Analyze.Multinomial

Function for group sequential analyses for multinomial data, without t...

Analyze.Poisson

Function to conduct group sequential analyses for Poisson data without...

Analyze.wBinomial

Function for group sequential analyses of multiple weighted binomial e...

AnalyzeRegression.Binomial

Function for MaxSPRT regression analyses with binary/binomial data, wi...

AnalyzeRegression.CondPoisson

Function for MaxSPRT regression analyses with conditional Poisson data...

AnalyzeRegression.Poisson

Function for MaxSPRT regression analyses with Poisson data, without th...

AnalyzeSetUp.Binomial

Function to set up input parameters before using the `Analyze.Binomial...

AnalyzeSetUp.CondPoisson

Function to set up input parameters before using the `Analyze.CondPois...

AnalyzeSetUp.Multinomial

Function to set up input parameters before using the `Analyze.Multinom...

AnalyzeSetUp.Poisson

Function to set up input parameters before using the Analyze.Poisson...

AnalyzeSetUp.wBinomial

Function to set up input parameters before using the `Analyze.wBinomia...

AnalyzeSetUpRegression.Binomial

Function to set up input parameters before using the `AnalyzeRegressio...

AnalyzeSetUpRegression.CondPoisson

Function to set up input parameters before using the `AnalyzeRegressio...

AnalyzeSetUpRegression.Poisson

Function to set up input parameters before using the `AnalyzeRegressio...

ConfidenceInterval.Binomial

Confidence Interval for the Relative Risk Following a Sequential Test ...

CV.Binomial

Calculates exact critical values for group and continuous sequential a...

CV.CondPoisson

Critical values for continuous sequential CMaxSPRT for Poisson data wi...

CV.Poisson

Critical values for group and continuous sequential analysis with Pois...

Optimal.Binomial

Optimal alpha spending for minimizing expected time to signal for cont...

Performance.AlphaSpend.Binomial

Calculates performance and signaling threshold for user-defined alpha ...

Performance.AlphaSpend.CondPoisson

Calculates performance and signaling thresholds for user-defined alpha...

Performance.AlphaSpend.Poisson

Calculates performance and signaling thresholds for user-defined alpha...

Performance.Binomial

Statistical power, expected time to signal and expected sample size fo...

Performance.CondPoisson

Statistical power, expected time to signal and expected sample size fo...

Performance.Poisson

Calculates statistical power, expected time to signal and expected sam...

Performance.Threshold.Binomial

Statistical Performance and Alpha Spending For User-defined Signaling ...

Performance.Threshold.CondPoisson

Performance and alpha spending for user-defined signaling threshold fo...

Performance.Threshold.Poisson

Performance and alpha spending for user-defined signaling threshold fo...

SampleSize.Binomial

Sample size calculation for continuous sequential analysis with binomi...

SampleSize.CondPoisson

Sample size calculation for the continuous sequential CMaxSPRT for Poi...

SampleSize.Poisson

Sample size calculation for continuous sequential analysis with Poisso...

Sequential-package

Analysis Support, Critical Values, Power, Time to Signal and Sample Si...

Functions to calculate exact critical values, statistical power, expected time to signal, and required sample sizes for performing exact sequential analysis. All these calculations can be done for either Poisson or binomial data, for continuous or group sequential analyses, and for different types of rejection boundaries. In case of group sequential analyses, the group sizes do not have to be specified in advance and the alpha spending can be arbitrarily settled. For regression versions of the methods, Monte Carlo and asymptotic methods are used.

  • Maintainer: Ivair Ramos Silva
  • License: GPL-2
  • Last published: 2025-10-29