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The Practice of Time Series Analysis

English · Hardback

Description

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This book presents a collection of applied papers on time series that have not appeared in English. The applications are primarily to engineering and the physical sciences.

List of contents

Control of Boilers for Thermoelectric Power Plants by Means of a Statistical Model.- Feedback Analysis of a Living Body by a Multivariate Autoregressive Model.- Factor Decomposition of Economic Time Series Fluctuations - Economic and Statistical Models in Harmony.- The Statistical Optimum Control of Ship Motion and a Marine Main Engine.- High Precision Estimation of Seismic Wave Arrival Times.- Analysis of Dynamic Characteristics of a Driver-Vehicle System.- Estimation of Directional Wave Spectra Using Ship Motion Data.- Control of Filature Production Process.- Application to Pharmacokinetic Analysis.- State Space Modeling of Switching Time Series.- Time Varying Coefficient AR and VAR Models.- Statistical Control of Cement Process.- Analysis of a Human/2-wheeled-Vehicle System by ARdock.- Vibration Data Analysis of Automobiles.- Auto-regressive Spectral Analysis of RR-Interval Time Series in Healthy Fetus and Newborn Infants.- Information Processing Mechanisms in the Mammalian Brain: Analysis of Spatio-temporal Neural Response in the Auditory Cortex.- Time Series Analysis of Financial Asset Price Fluctuations.- Dynamic Analysis of Economic Time Series.- Processing of Time Series Data Obtained by Satellites.- Analysis of Earth Tides Data.- Detection of Groundwater Level Changes Related to Earthquakes.- Processing of Missing Observations and Outliers in Time Series.- Mental Preparation for Time Series Analysis.

Summary

This collection of 23 articles presents the applications of time series to problems in engineering and physical science.

Product details

Authors Hirotugu Akaike, G. Kitagawa
Assisted by H. Akaike (Editor), Hirotsugu Akaike (Editor), Genshiro Kitagawa (Editor)
Publisher Springer, Berlin
 
Languages English
Product format Hardback
Released 01.01.1998
 
EAN 9780387986586
ISBN 978-0-387-98658-6
No. of pages 386
Weight 747 g
Series Information Science and Statistics
Statistics for Engineering and Information Science
Statistics for Engineering and Information Science
Subject Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics

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