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functional

DROP Sequence Functional Package

DROP Sequence Functional Package implements the Efron Stein Functional Supremum Bounds.

Class Components

  • BinaryIdempotentUnivariateRandom BinaryIdempotentUnivariateRandom contains the Implementation of the Objective Function dependent on Binary Idempotent Univariate Random Variable.

  • BoundedIdempotentUnivariateRandom BoundedIdempotentUnivariateRandom contains the Implementation of the Objective Function dependent on Bounded Idempotent Univariate Random Variable.

  • BoundedMultivariateRandom BoundedMultivariateRandom contains the Implementation of the Bounded Objective Function dependent on Multivariate Random Variables.

  • EfronSteinMetrics EfronSteinMetrics contains the Variance-based non-exponential Sample Distribution/Bounding Metrics and Agnostic Bounds related to the Functional Transformation of the specified Sequence.

  • FlatMultivariateRandom FlatMultivariateRandom contains the Implementation of the Flat Objective Function dependent on Multivariate Random Variables.

  • FunctionSupremumUnivariateRandom FunctionSupremumUnivariateRandom contains the Implementation of the FunctionClassSupremum Objective Function dependent on Univariate Random Variable.

  • IdempotentUnivariateRandom IdempotentUnivariateRandom contains the Implementation of the OffsetIdempotent Objective Function dependent on Univariate Random Variable.

  • MultivariateRandom MultivariateRandom contains the implementation of the objective Function dependent on Multivariate Random Variables.

  • SeparableMultivariateRandom SeparableMultivariateRandom exposes the Variance of the Objective Function dependent on Multivariate Random Variables where the Multivariate Function is a Linear Combination of Bounded Univariate Functions acting on each Random Variate.

DROP Specifications