Adaptive Optimal Two-Stage Designs in R

adoptr | Adaptive Optimal Two-Stage Designs |

AverageN2-class | Regularization via L1 norm |

BinomialDataDistribution-class | Binomial data distribution |

boundary-designs | Boundary designs |

bounds | Get support of a prior or data distribution |

composite | Score Composition |

condition | Condition a prior on an interval |

ConditionalPower-class | (Conditional) Power of a Design |

ConditionalSampleSize-class | (Conditional) Sample Size of a Design |

Constraints | Formulating Constraints |

ContinuousPrior-class | Continuous univariate prior distributions |

critical-values | Query critical values of a design |

cumulative_distribution_function | Cumulative distribution function |

DataDistribution-class | Data distributions |

expectation | Expected value of a function |

get_initial_design | Initial design |

GroupSequentialDesign-class | Group-sequential two-stage designs |

make_tunable | Fix parameters during optimization |

MaximumSampleSize-class | Maximum Sample Size of a Design |

minimize | Find optimal two-stage design by constraint minimization |

n | Query sample size of a design |

N1-class | Regularize n1 |

NormalDataDistribution-class | Normal data distribution |

OneStageDesign-class | One-stage designs |

plot-TwoStageDesign-method | Plot 'TwoStageDesign' with optional set of conditional scores |

PointMassPrior-class | Univariate discrete point mass priors |

posterior | Compute posterior distribution |

predictive_cdf | Predictive CDF |

predictive_pdf | Predictive PDF |

print.adoptrOptimizationResult | Printing an optimization result |

Prior-class | Univariate prior on model parameter |

probability_density_function | Probability density function |

Scores | Scores |

simulate-TwoStageDesign-numeric-method | Draw samples from a two-stage design |

StudentDataDistribution-class | Student's t data distribution |

subject_to | Create a collection of constraints |

tunable_parameters | Switch between numeric and S4 class representation of a... |

TwoStageDesign-class | Two-stage designs |

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