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Science/Engineering Analysis of Integrated and Co-integrated Time Series with R

Posted on 2010-03-15




Name:Science/Engineering Analysis of Integrated and Co-integrated Time Series with R
ASIN/ISBN:0387759662
Language:English
File size:2.5 Mb
Publish Date: 2008-08-11
ISBN: 0387759662
Pages: 208 pages
File Type: PDF
File Size: 2,5 MB
Other Info: Springer
   Science/Engineering Analysis of Integrated and Co-integrated Time Series with R

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Bernhard Pfaff “Analysis of Integrated and Co-integrated Time Series with R"

The analysis of integrated and co-integrated time series can be considered as the main methodology employed in applied econometrics. This book not only introduces the reader to this topic but enables him to conduct the various unit root tests and co-integration methods on his own by utilizing the free statistical programming environment R. The book encompasses seasonal unit roots, fractional integration, coping with structural breaks, and multivariate time series models. The book is enriched by numerous programming examples to artificial and real data so that it is ideally suited as an accompanying text book to computer lab classes.

The second edition adds a discussion of vector auto-regressive, structural vector auto-regressive, and structural vector error-correction models. To analyze the interactions between the investigated variables, further impulse response function and forecast error variance decompositions are introduced as well as forecasting. The author explains how these model types relate to each other.



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