Applied Bayesian Forecasting and Time Series Analysis is popular PDF and ePub book, written by Andy Pole in 2018-10-08, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, Applied Bayesian Forecasting and Time Series Analysis can be Read Online from any device for your convenience.
Applied Bayesian Forecasting and Time Series Analysis Book PDF Summary
Practical in its approach, Applied Bayesian Forecasting and Time Series Analysis provides the theories, methods, and tools necessary for forecasting and the analysis of time series. The authors unify the concepts, model forms, and modeling requirements within the framework of the dynamic linear mode (DLM). They include a complete theoretical development of the DLM and illustrate each step with analysis of time series data. Using real data sets the authors: Explore diverse aspects of time series, including how to identify, structure, explain observed behavior, model structures and behaviors, and interpret analyses to make informed forecasts Illustrate concepts such as component decomposition, fundamental model forms including trends and cycles, and practical modeling requirements for routine change and unusual events Conduct all analyses in the BATS computer programs, furnishing online that program and the more than 50 data sets used in the text The result is a clear presentation of the Bayesian paradigm: quantified subjective judgements derived from selected models applied to time series observations. Accessible to undergraduates, this unique volume also offers complete guidelines valuable to researchers, practitioners, and advanced students in statistics, operations research, and engineering.
Detail Book of Applied Bayesian Forecasting and Time Series Analysis PDF
- Author : Andy Pole
- Release : 08 October 2018
- Publisher : CRC Press
- ISBN : 9781482267433
- Genre : Business & Economics
- Total Page : 432 pages
- Language : English
- PDF File Size : 9,8 Mb
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