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CRC Press The Analysis of Time Series: An Introduction with R

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Description

Master the fundamentals of statistical modeling with the seventh edition of The Analysis of Time Series: An Introduction with R. Published by CRC Press as part of the Chapman and Hall/CRC Texts in Statistical Science series, this updated classic provides a balanced approach to the theory and practical implementation of time series analysis. This comprehensive guide is designed for students and professionals needing to apply statistical methods to real-world data. It covers essential topics ranging from ARIMA models and forecasting methods to more advanced concepts like spectral analysis, state-space models, and the Kalman filters. Whether you are studying linear systems, volatility models, or multivariate models, this text offers the mathematical depth and R-based implementation necessary for modern econometrics and data science.

Key Features

This seventh edition of The Analysis of Time Series provides a comprehensive introduction to the theory and practice of time series analysis.

The text includes practical implementation guidance using R to help apply statistical models to real-world data sets.

Detailed coverage includes essential topics such as ARIMA models, forecasting methods, and spectral analysis.

Advanced mathematical concepts are explored, including state-space models, the Kalman filters, and nonlinear models.

The book addresses complex modeling needs through sections on volatility models, linear systems, and multivariate models.

Published by CRC Press, this volume is a standard text for subjects in mathematics, statistics, and econometrics.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
08 May 2019
Listed Since
30 January 2019

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