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Minimum variance prediction of bilinear time series: Direct and adaptive versions

✍ Scribed by Ewa M. Bielińska


Publisher
John Wiley and Sons
Year
1993
Tongue
English
Weight
685 KB
Volume
12
Category
Article
ISSN
0277-6693

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✦ Synopsis


Bilinear models of time series are considered. Minimum variance predictor for bilinear time series, homogeneous in the input and output, is proposed. Results of minimum variance prediction of bilinear time series are included. They are compared to the results of linear prediction of bilinear time series.

A minimum variance prediction algorithm for bilinear time series of the general form is developed and an adaptive version of minimum variance algorithm is derived.