UnitInformationDesignPrior class

A class representing the unit information design prior for Bayesian borrowing.

Super class

DesignPrior -> UnitInformationDesignPrior

Public fields

parameters

Parameters for the prior

summary_measure_likelihood

Treatment effect distribution

Methods

Public methods

• UnitInformationDesignPrior$new()

• UnitInformationDesignPrior$sample()

• UnitInformationDesignPrior$cdf()

• UnitInformationDesignPrior$pdf()

• UnitInformationDesignPrior$clone()

Inherited methods

• DesignPrior$create()
• DesignPrior$given_control_rate()

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UnitInformationDesignPrior$new()

Initializes a new instance of UnitInformationDesignPrior.

Usage

UnitInformationDesignPrior$new(
  source_data,
  case_study_config,
  case_study,
  simulation_config,
  mcmc_config = NULL
)

Arguments

source_data

The source data object.

case_study_config

Case study configuration.

case_study

Case study name

simulation_config

Simulation config

mcmc_config

MCMC configuration

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UnitInformationDesignPrior$sample()

Samples from the unit information design prior.

Usage

UnitInformationDesignPrior$sample(n_samples)

Arguments

n_samples

The number of samples to generate.

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UnitInformationDesignPrior$cdf()

Computes the cumulative distribution function (CDF) of the unit information design prior.

Usage

UnitInformationDesignPrior$cdf(x)

Arguments

x

The value at which to evaluate the CDF.

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UnitInformationDesignPrior$pdf()

Computes the cumulative distribution function (CDF) of the unit information design prior.

Usage

UnitInformationDesignPrior$pdf(x)

Arguments

x

The value at which to evaluate the CDF.

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UnitInformationDesignPrior$clone()

The objects of this class are cloneable with this method.

Usage

UnitInformationDesignPrior$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.