Introduction to Time Series and Forecasting 2th Ed – Peter Brockwell, Richard Davis

Peter Brockwell, Richard Davis – Introduction to Time Series and Forecasting 2th Ed

Some of the key mathematical results are stated without proof in order to make the underlying theory accessible to a wider audience. The book assumes a knowledge only of basic calculus, matrix algebra, and elementary statistics. The emphasis is on methods and the analysis of data sets. The logic and tools of model-building for stationary and nonstationary time series are developed in detail and numerous exercises, many of which make use of the included computer package, provide the reader with ample opportunity to develop skills in this area.
The core of the book covers stationary processes, ARMA and ARIMA processes, multivariate time series and state-space models, with an optional chapter on spectral analysis. Additional topics include harmonic regression, the Burg and Hannan-Rissanen algorithms, unit roots, regression with ARMA errors, structural models, the EM algorithm, generalized state-space models with applications to time series of count data, exponential smoothing, the Holt-Winters and ARAR forecasting algorithms, transfer function models and intervention analysis. Brief introductions are also given to cointegration and to nonlinear, continuous-time and long-memory models.
The time series package included in the back of the book is a slightly modified version of the package ITSM, published separately as ITSM for Windows, by Springer-Verlag, 1994. It does not handle such large data sets as ITSM for Windows, but like the latter, runs on IBM-PC compatible computers under either DOS or Windows (version 3.1 or later). The programs are all menu-driven so that the reader can immediately apply the techniques in the book to time series data, with a minimal investment of time in the computational and algorithmic aspects of the analysis.

Get Download Peter Brockwell, Richard Davis – Introduction to Time Series and Forecasting 2th Ed at Offimc.click Now!

Delivery Information

• Upon ordering the product, a delivery email with download instructions will be sent immediately to you so that you may download your files. If you log in (or create an account) prior to purchase you will also be able to access your downloads from your account dashboard.
• It is a digital download, so please download the order items and save them to your hard drive. In case the link is broken for any reason, please contact us and we will resend the new download link to you.
• If you don't receive the download link, please don’t worry about that. We will update and notify you as soon as possible from 8:00 AM – 8:00 PM (UTC+8).
• Please Contact Us if there are any further questions or concerns you may have. We are always happy to assist!