IMsNonLinearRegressionTransform

Assembly: Ms;

Description

The IMsNonLinearRegressionTransform interface contains properties and methods that determine parameters of model calculation which uses the non-linear regression method.

Inheritance Hierarchy

          IMsMethod

          IMsStochasticMethod

          IMsNonLinearRegressionTransform

Properties

  Property name Brief description
Coefficients The Coefficients property returns an array containing the names of the model equation coefficients.
CoefficientsData The CoefficientsData property determines an array of values of model equation coefficients.
ConfidenceLevel The ConfidenceLevel property determines the confidence limits relevance.
Expression The Expression property returns an object containing the model equation.
InitApproximation The InitApproximation property determines an array of initial approximations for the model coefficients.
IsCoefficientsSaved The IsCoefficientsSaved property determines whether the model equation coefficients are saved.
MaxIteration The MaxIteration property determines the maximum number of iterations for which the optimal coefficient values are calculated.
MissingData The MissingData property returns an object containing parameters of missing data treatment in the source series.
Operands The Operands property returns the collection of terms used to compile the model equation.
OptimizationMethod The OptimizationMethod property determines the optimization method in use.
Result The Result property returns the term corresponding to output variable.
StatCoefficients The StatCoefficients property returns the values of summary statistics calculated for coefficients of the identified model equation by coefficient name.
StatCoefficientsByIndex The StatCoefficientsByIndex property returns the values of summary statistics calculated for coefficients of the identified model equation by coefficient index.
Tolerance The Tolerance property determines calculation accuracy.
UseDefaultInitValues The UseDefaultInitValues property determines whether the primary default approximations are used.
UseDerivatives The UseDerivatives property determines whether analytical derivatives are used for improving calculation accuracy.

Properties inherited from IMsMethod

  Property name Brief description
CalculateSeries The CalculateSeries property returns results of model calculation.
InversionInfo The InversionInfo property returns parameters of initial transformation applied to variable.
ObservationsCount The ObservationsCount property returns the number of model observations.
PeriodAlignment The PeriodAlignment property returns type of model calculation relative to period.
Series The Series property returns a set of available series used by current method in calculations.
StatMethod The StatMethod property returns information on statistical method used for model calculation.
Summary The Summary property returns summary statistics calculated for model.
SupportsR The SupportsR property determines whether calculation by R is enabled.
Type The Type property returns type of method used for model calculation.
UseR The UseR property determines whether connection to R is used on method calculation.

Methods

  Method name Brief description
SetAttributeExpression The SetAttributeExpression method sets the expression specified using the factor attributes as the model equation.

Methods inherited from IMsStochasticMethod

  Method name Brief description

Identify

 The Identify method identifies model equation coefficients.

Methods inherited from IMsMethod

  Method name Brief description
Execute The Execute method calculates model and returns calculation results.

See also:

Ms Assembly Interfaces