Hipel, Keith W.

Time series modelling of water resources and environmental systems / Keith W. Hipel, A. Ian McLeod. - Amsterdam ; New York : Elsevier, 1994. - 1 online resource (xxxvii, 1013 pages) : illustrations. - Developments in water science ; 45 . - Developments in water science ; 45. .

Includes bibliographical references and indexes.

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.

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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 series analysis in decision making, estimating missing observations, simulation, the Hurst phenomenon, forecasting experiments and causality. Professionals working in fields overlapping with environmetrics - such as water resources engineers, environmental scientists, hydrologists, geophysicists, geographers, earth scientists and planners - will find this book a valuable resource. Equally, environmetrics, systems scientists, economists, mechanical engineers, chemical engineers, and management scientists will find the time series methods presented in this book useful.


Electronic reproduction.
[S.l.] :
HathiTrust Digital Library,
2010.


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.
http://purl.oclc.org/DLF/benchrepro0212

9780444892706 0444892702 9780080870366 0080870368 1281778737 9781281778734

0444892702 Uk


Environmental sciences--Mathematical models.
Hydrology--Mathematical models.
Time-series analysis.
Sciences de l'environnement--Modèles mathématiques.
Hydrologie--Modèles mathématiques.
Série chronologique.
SCIENCE--Environmental Science (see also Chemistry--Environmental)
POLITICAL SCIENCE--Public Policy--Environmental Policy.
Environmental sciences--Mathematical models.
Hydrology--Mathematical models.
Time-series analysis.
Environnement--Modèles mathématiques.
Environnement--Statistiques.
Ressources en eau--Modèles mathématiques.
Ressources en eau--Statistiques.

Natural resources Water


Electronic books.

GE40 / .H57 1994eb