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

Product details

• Authors: Jeff Harrison, Jeff (Cumbria Harrison, Harrison Jeff, Andy Pole, Andy (Md Invictus Partners Pole, Andy West Pole, Pole Andy, POLE ANDY WEST M HARRISON J, Mike West, Mike (Duke University West, West Mike
• Assisted by: Jeff Harrison (Editor), Mike West (Editor)
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 01.09.1994
• EAN: 9780412044014
• ISBN: 978-0-412-04401-4
• No. of pages: 430
• Series: Chapman & Hall/CRC Texts in Statistical Science; Chapman & Hall/CRC Texts in Statistical Science
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Social sciences, law, business > Business > Miscellaneous; MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Applied, Probability & statistics, Maths for scientists, Maths for engineers, Probability and statistics