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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 science with the seventh edition of this classic title from CRC Press. The Analysis of Time Series: An Introduction with R provides a balanced and comprehensive look at the theory, implementation, and practice of time series analysis. This updated edition is designed to guide readers through essential topics such as ARIMA models, forecasting methods, and spectral analysis. Whether you are studying linear systems, state-space models, or the Kalman filters, this text offers the depth required for professional finance and statistical research. The book also covers advanced areas including nonlinear models, volatility models, multivariate models, and forecasting techniques. It serves as a foundational resource for anyone looking to implement complex statistical models using R.

Key Features

This seventh edition from CRC Press offers a comprehensive introduction to the theory and implementation of time series analysis.

The text covers essential statistical topics including ARIMA models, forecasting methods, and spectral analysis.

Readers can learn about advanced modeling techniques such as state-space models, the Kalman filters, and linear systems.

The book includes detailed sections on nonlinear models, volatility models, and multivariate models for complex data sets.

This resource provides practical guidance on using R to apply various time series analysis methods in real-world scenarios.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
13 May 2019
Listed Since
30 January 2019

Barcode

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