Class SensitivityFunctionOneWay

Represents the result on a one-way sensitivity to parameters analysis. The sensitivity function = P(h|e)(t) where h is the hypothesis state, e is the evidence, and t is the parameter being analyzed.

Inheritance

System.Object

SensitivityFunctionOneWay

Inherited Members

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: BayesServer.Analysis

Assembly: BayesServer.Analysis.dll

Syntax

public sealed class SensitivityFunctionOneWay

Properties

Alpha

Gets Alpha from the sensitivity function.

Declaration

public double Alpha { get; }

Property Value

Type	Description
System.Double

Beta

Gets Beta from the sensitivity function.

Declaration

public double Beta { get; }

Property Value

Type	Description
System.Double

Delta

Gets Delta from the sensitivity function.

Declaration

public double Delta { get; }

Property Value

Type	Description
System.Double

Gamma

Gets Gamma from the sensitivity function.

Declaration

public double Gamma { get; }

Property Value

Type	Description
System.Double

ParameterValue

Gets the original value of the parameter being analyzed.

Declaration

public double ParameterValue { get; }

Property Value

Type	Description
System.Double

ProbabilityHypothesisGivenEvidence

Gets P(h|e).

Declaration

public double ProbabilityHypothesisGivenEvidence { get; }

Property Value

Type	Description
System.Double

SensitivityValue

Gets the sensitivity value which is the derivative of the sensitivity function evaluated at t.

Declaration

public double SensitivityValue { get; }

Property Value

Type	Description
System.Double

Methods

Evaluate(Double)

Evaluates the Sensitivity function P(h|e)(t) = (alpha * t + beta) / (gamma * t + delta)

Declaration

public double Evaluate(double t)

Parameters

Type	Name	Description
System.Double	t	The parameter value at which to evaluate the function.

Returns

Type	Description
System.Double	The value of the sensitivity function P(h|e)(t).

EvaluateDeriv(Double)

Evaluates the partial derivative of the Sensitivity function with respect to t = ((alphadelta)-(betagamma))/((gamma*t + delta)^2)

Declaration

public double EvaluateDeriv(double t)

Parameters

Type	Name	Description
System.Double	t	The parameter value at which to evaluate the derivative.

Returns

Type	Description
System.Double	The value of the derivative of the sensitivity function dP(h|e)/dt.