Higher Order Asymptotic Theory for Time Series Analysis: Vol 68 (Lecture Notes in Statistics) - Softcover

Taniguchi, Masanobu

 
9783540975465: Higher Order Asymptotic Theory for Time Series Analysis: Vol 68 (Lecture Notes in Statistics)

Synopsis

This study explores higher order asymptotic results in time series analysis, particularly the higher order asymptotic optimality of estimators and the power comparison of tests for ARMA processes. It covers the higher order asymptotics of statistics of multivariate stationary processes. Numerical studies are given, which demonstrate that the higher order asymptotic theory is useful and important for time series analysis. Also, the validities of Edgeworth expansions of some estimators are proved for dependent situations. It is hoped that the results of this text will serve as the basis for further theoretical development.

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9780387975467: Higher Order Asymptotic Theory for Time Series Analysis: 68 (Lecture Notes in Statistics, 68)

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ISBN 10:  0387975462 ISBN 13:  9780387975467
Publisher: Springer, 1991
Softcover