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Time series modelling of water resources and environmental systems /

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-sin...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Hipel, Keith W.
Otros Autores: McLeod, A. Ian
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; New York : Elsevier, 1994.
Colección:Developments in water science ; 45.
Temas:
Acceso en línea:Texto completo
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Tabla de Contenidos:
  • 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.