Grey Forecasting
Produktnummer:
18a235aef53b3a4b88b1830615c2dd5ac3
| Autor: | Wei, Baolei Xie, Naiming |
|---|---|
| Themengebiete: | Accumulation generation Continuous grey forecasting model Differential equation Discrete grey forecasting model Grey forecasting Grey system model Grey system theory Time series forecasting |
| Veröffentlichungsdatum: | 22.08.2024 |
| EAN: | 9789819753222 |
| Sprache: | Englisch |
| Seitenzahl: | 200 |
| Produktart: | Gebunden |
| Verlag: | Springer Singapore |
| Untertitel: | Mechanism, Models and Applications |
Produktinformationen "Grey Forecasting"
This book aims to present an overview of grey system models for time series modelling and forecasting. It is about modelling and forecasting time series with ordinary differential equations, especially when the available samples are extremely limited. Grey system models (GSM) develop sequence operators to nonparametrically identify the underlying dynamics from the limited observations. This book concerns about two important modelling themes, small sample and poor information. The former focuses on the mechanism and methodology of GSMs for small-sample real-number time series, and the latter on the uncertainty quantification of grey number together with its small-sample modelling principles. In this book, a broad entry point to applied data science for students majoring in economic, management science, and engineering is applied, covering a wide range of topics from basic introductory material up to research-level techniques.
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