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Hidden Markov Models for Time Series: An Introduction Using R (Monographs on Statistics and Applied Probability)
Posted on 2010-03-16
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More Hidden Markov Models for Time Series This book illustrates the wonderful flexibility of HMMs as general-purpose models for time series data. It presents an accessible overview of HMMs for analyzing time series data, from continuous-valued, circular, and multivariate series to binary data, bounded and unbounded counts, and categorical observations. It explores a variety of applications in animal behavior, finance, epidemiology, climatology, and sociology. The authors discuss how to employ the freely available computing environment R to carry out computations for parameter estimation, model selection and checking, decoding, and forecasting. They provide all of the data sets analyzed in the text online. deposifiles password: gigle.ws There is a book "Adobe Photoshop and Photoshop Elements for Teens" under this post. The book "Hidden Markov models..." you can download here: RAR'd set of 20 PDF files with bookmarks and page links - oryginal CRC ebook without index ; 5.19 MB pass: tFhimamoftis.rar
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