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Applications of Computer Aided Time Series Modeling : Ecological Studies - Masanao Aoki

Applications of Computer Aided Time Series Modeling

Ecological Studies

By: Masanao Aoki (Editor), Arthur M. Havenner (Editor)

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This text provides an introduction to state space modelling, discusses applications of state space modelling and discusses applications of neural networks.

Preface
Introduction to State Space Modeling
The SSATS algorithm and subspace methodsp. 3
A guide to state space modeling of multiple time seriesp. 15
Applications of State Space Algorithm
Evaluating state space forecasts of soybean complex pricesp. 75
A state space model of monthly US wheat pricesp. 91
Managing the heard: price forecasts for California cattle productionp. 107
Labor market and cyclical fluctuationsp. 121
Modeling cointegrated processes by a vector-valued state space algorithmp. 141
A method for identification of combined deterministic stochastic systemsp. 181
Competing exchange rate modelsp. 237
Application of state-space models to ocean climate varibility in the Northeast Pacific oceanp. 255
Applications of Neural Networks
On the equivalence between ARMA models and simple recurrent neural networksp. 281
Forecasting stock market indicies with recurrent neural networksp. 291
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780387947518
ISBN-10: 0387947515
Series: Ecological Studies
Audience: General
Format: Paperback
Language: English
Number Of Pages: 335
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 23.5 x 15.49  x 1.85
Weight (kg): 0.53