You are here: Symbol Reference > Dew Namespace > Dew.Stats Namespace > Dew.Stats.Units Namespace > Classes > StatTimeSerAnalysis Class > StatTimeSerAnalysis Methods > ARMAInnovationsFit Method > StatTimeSerAnalysis.ARMAInnovationsFit Method ([In] TVec, [In] TVec, [In] TVec, out double, [In] TVec, [In] TVec, int)
Dew Stats for .NET
ContentsIndexHome
PreviousUpNext
StatTimeSerAnalysis.ARMAInnovationsFit Method ([In] TVec, [In] TVec, [In] TVec, out double, [In] TVec, [In] TVec, int)

Innovations ARMA estimation.

Syntax
C#
Visual Basic
public static void ARMAInnovationsFit([In] TVec Data, [In] TVec Phi, [In] TVec Theta, out double Sigma2, [In] TVec PhiSE, [In] TVec ThetaSE, int MaxLags);
Parameters 
Description 
[In] TVec Data 
Zero-mean time series. If this is not the case, subtract the mean from data. 
[In] TVec Phi 
Returns estimates for phi coefficients phi[1]..phi[p]. AR(p) order is determined by Phi length. 
[In] TVec Theta 
Returns estimates for theta coefficients theta[1]..theta[q]. MA(q) order is determined by Theta length. 
out double Sigma2 
Returns estimate for Sigma^2 i.e. MA model variance. 
[In] TVec PhiSE 
If not nil, returns estimated phi coefficients standard errors. 
[In] TVec ThetaSE 
If not nil, returns estimated phi coefficients standard errors. 
int MaxLags 
Defines maximum lag used in calculation of ACVF. If MaxLags is -1 then the following formula will be used to automatically set lag number:
Ceil(10*Log10(Data.Length))

Uses innovations algorithm to predict ARMA(p,q) process coefficients.

Copyright (c) 1999-2024 by Dew Research. All rights reserved.
What do you think about this topic? Send feedback!