Nonlinear time series: non parametric and parametric methods / Jianqing Fan, Qiwei Yao.
Material type: TextSeries: Springer series in statisticsPublication details: New York : Springer, c2003Description: xix, 551 p. : ill. ; 24 cmISBN: 9780387261423Subject(s): Time-series analysis | Nonlinear theoriesDDC classification: 519.232Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
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General Books | Central Library, Sikkim University | 519.232 FAN/N (Browse shelf(Opens below)) | Available | 46139 |
Includes bibliographical references (p. [487]-536) and index.
Introduction * Characteristics of Time Series * ARMA Modeling and Forecasting * Parametric Nonlinear Time Series Models * Nonparametric Density Estimation * Smoothing in Time Series * Spectral Density Estimation and Its Applications * Nonparametric Models * Model Validation * Nonlinear Prediction
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