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Gaussian and Non-Gaussian Linear Time Series and Random Fields

Name: Gaussian and Non-Gaussian Linear Time Series and Random Fields
Brand: Springer-Verlag New York Inc.
SKU: 06795069
Price: 101.79 EUR
Availability: InStock
Author: Murray Rosenblatt
ISBN: 9781461270676

Murray Rosenblatt

Language

English

Book Paperback

Libristo code: 06795069

Publishers Springer-Verlag New York Inc., September 2012

The principal focus here is on autoregressive moving average models and analogous random fields, wit... Full description

Libristo code: 06795069

249 b

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The principal focus here is on autoregressive moving average models and analogous random fields, with probabilistic and statistical questions also being discussed. The book contrasts Gaussian models with noncausal or noninvertible (nonminimum phase) non-Gaussian models and deals with problems of prediction and estimation. New results for nonminimum phase non-Gaussian processes are exposited and open questions are noted. Intended as a text for gradutes in statistics, mathematics, engineering, the natural sciences and economics, the only recommendation is an initial background in probability theory and statistics. Notes on background, history and open problems are given at the end of the book.