Applied Bayesian Forecasting and Time Series Analysis

Informationen zum Autor Pole, Andy; West, Mike; Harrison, Jeff Klappentext This book is about practical forecasting and analysis of time series. It describes how to analyse time series data, how to identify structure, how to explain observed behaviour, how to model structures and behaviours, and how to use insight gained from the analysis to make informed forecasts. Zusammenfassung This book is about practical forecasting and analysis of time series. It describes how to analyse time series data, how to identify structure, how to explain observed behaviour, how to model structures and behaviours, and how to use insight gained from the analysis to make informed forecasts. Inhaltsverzeichnis Part A: Dynamic Bayesian Modelling Theory and Applications 1. Practical Modelling and Forecasting 2. Methodological Framework 3. Analysis of the DLM 4. Application: Turkey Chick Sales 5. Application: Market Share 6. Application: Marriages in Greece 7. Further Examples and Exercises Part B: Interactive Time Series Analysis and Forecasting 8. Installing BATS 9. Tutorials Introduction to BATS 10. Tutorial: Introduction to Modelling 11. Tutorial: Advanced Modelling 12. Tutorial: Modelling with Incomplete Data 13. Tutorial: Data Management Part C: Bats Reference 14. Communications 15. Menu Descriptions

Produktdetails

• Mitarbeit: Mike West (Herausgeber), Jeff Harrison (Herausgeber)
• Autoren: Mike West, Jeff Harrison, Andy Pole, POLE ANDY WEST M HARRISON J, Mike (Duke University West, Andy West Pole, Pole Andy, West Mike, Harrison Jeff, Andy (Md Invictus Partners Pole, Jeff (Cumbria Harrison
• Verlag: Taylor & Francis Ltd.
• Sprachen: Englisch
• Inhalt: Buch
• Produktform: Fester Einband
• Erscheinungsdatum: 01.09.1994
• Thema: Naturwissenschaften, Medizin, Informatik, Technik > Mathematik > Wahrscheinlichkeitstheorie, Stochastik, Mathematis; Sozialwissenschaften, Recht,Wirtschaft > Wirtschaft > Sonstiges
• EAN: 9780412044014
• ISBN: 978-0-412-04401-4
• Anzahl Seiten: 430
• Serie: Chapman & Hall/CRC Texts in Statistical Science; Chapman & Hall/CRC Texts in Statistical Science
• Themen: MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Applied, Probability & statistics, Maths for scientists, Maths for engineers, Probability and statistics