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【2011新书】时间序列分析与预测Time Series Analysis and Forecasting by Example   [推广有奖]

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Søren Bisgaard, Murat Kulahci, "Time Series Analysis and Forecasting by Example"
Wiley | 2011 | ISBN: 0470540648 | 392 pages | PDF | 33 MB

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  • Time series analysis and forecasting by example.pdf

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简介:
An intuition-based approach enables you to master time series analysis with ease

Time Series Analysis and Forecasting by Example provides the fundamental techniques in time series analysis using various examples. By introducing necessary theory through examples that showcase the discussed topics, the authors successfully help readers develop an intuitive understanding of seemingly complicated time series models and their implications.

The book presents methodologies for time series analysis in a simplified, example-based approach. Using graphics, the authors discuss each presented example in detail and explain the relevant theory while also focusing on the interpretation of results in data analysis. Following a discussion of why autocorrelation is often observed when data is collected in time, subsequent chapters explore related topics, including:

Graphical tools in time series analysis

Procedures for developing stationary, non-stationary, and seasonal models

How to choose the best time series model

Constant term and cancellation of terms in ARIMA models

Forecasting using transfer function-noise models

The final chapter is dedicated to key topics such as spurious relationships, autocorrelation in regression, and multiple time series. Throughout the book, real-world examples illustrate step-by-step procedures along with instructions for using statistical software packages such as SAS®, JMP®, Minitab®, SCA, and R. A related website features PowerPoint® slides that accompany each chapter as well as the book's data sets.

With its extensive use of graphics and examples to explain key concepts, Time Series Analysis and Forecasting by Example is an excellent book for courses on time series analysis at the upper-undergraduate and graduate level. It also serves as a valuable resource for practitioners and researchers who carry out data and time series analysis in the fields of engineering, business, and economics.
【今日推荐】
使用SPSS进行统计分析(5e)-2011最新版
https://bbs.pinggu.org/thread-1281728-1-1.html
美国Stonehill College商学教授和心理学教授合著

时间序列分析与预测:手把手以实例教会你-2011新书
https://bbs.pinggu.org/thread-1281710-1-1.html
好书自己看内容吧






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关键词:Forecasting Time Series Analysis Forecast Casting 2011 techniques necessary examples provides

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