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Time series modelling of water resources and environmental systems

Author: Keith W Hipel; A Ian McLeod
Publisher: Amsterdam ; New York : Elsevier, 1994.
Series: Developments in water science, 45.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This is a comprehensive presentation of the theory and practice of time series modelling of environmental systems. A variety of time series models are explained and illustrated, including ARMA (autoregressive-moving average), nonstationary, long memory, three families of seasonal, multiple input-single output, intervention and multivariate ARMA models. Other topics in environmetrics covered in this book include time  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Hipel, Keith W.
Time series modelling of water resources and environmental systems.
Amsterdam ; New York : Elsevier, 1994
(DLC) 94014048
(OCoLC)30157283
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Keith W Hipel; A Ian McLeod
ISBN: 9780444892706 0444892702 9780080870366 0080870368 1281778737 9781281778734
OCLC Number: 316566583
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
Description: 1 online resource (xxxvii, 1013 pages) : illustrations.
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: Front Cover; Time Series Modelling of Water Resources and Environmental Systems; Copyright Page; TABLE OF CONTENTS; PART I: SCOPE AND BACKGROUND MATERIAL; CHAPTER 1. ENVIRONMETRICS, SCIENCE AND DECISION MAKING; CHAPTER 2. BASIC STATISTICAL CONCEPTS; PART II: LINEAR NONSEASONAL MODELS; CHAPTER 3. STATIONARY NONSEASONAL MODELS; CHAPTER 4. NONSTATIONARY NONSEASONAL MODELS; PART III: MODEL CONSTRUCTION; CHAPTER 5. MODEL IDENTIFICATION; CHAPTER 6. PARAMETER ESTIMATION; CHAPTER 7. DIAGNOSTIC CHECKING; PART IV: FORECASTING AND SIMULATION; CHAPTER 8. FORECASTING WITH NONSEASONAL MODELS.
Series Title: Developments in water science, 45.
Responsibility: Keith W. Hipel, A. Ian McLeod.

Abstract:

Explains various time series models of environmental systems, including ARMA (autoregressive-moving average), nonstationary, long memory, three families of seasonal, multiple input-single output,  Read more...

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