Time Series Analysis and Its Applications pdf epub mobi txt 电子书 下载 2024


Time Series Analysis and Its Applications

简体网页||繁体网页
Robert H. Shumway
Springer
2010-11-1
610
USD 99.00
Paperback
9781441978646

图书标签: R  时间序列  Statistics  时间序列分析  Time_Series  统计  数学  数据挖掘   


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发表于2024-12-23

Time Series Analysis and Its Applications epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Time Series Analysis and Its Applications epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Time Series Analysis and Its Applications pdf epub mobi txt 电子书 下载 2024



图书描述

Time Series Analysis and Its Applications presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. Numerous examples using non-trivial data illustrate solutions to problems such as evaluating pain perception experiments using magnetic resonance imaging or monitoring a nuclear test ban treaty. The book is designed to be useful as a text for graduate level students in the physical, biological and social sciences and as a graduate level text in statistics. Some parts may also serve as an undergraduate introductory course. Theory and methodology are separated to allow presentations on different levels. Material from the earlier 1988 Prentice-Hall text Applied Statistical Time Series Analysis has been updated by adding modern developments involving categorical time sries analysis and the spectral envelope, multivariate spectral methods, long memory series, nonlinear models, longitudinal data analysis, resampling techniques, ARCH models, stochastic volatility, wavelets and Monte Carlo Markov chain integration methods. These add to a classical coverage of time series regression, univariate and multivariate ARIMA models, spectral analysis and state-space models. The book is complemented by ofering accessibility, via the World Wide Web, to the data and an exploratory time series analysis program ASTSA for Windows that can be downloaded as Freeware. Robert H. Shumway is Professor of Statistics at the University of California, Davis. He is a Fellow of the American Statistical Association and a member of the Inernational Statistical Institute. He won the 1986 American Statistical Association Award for Outstanding Statistical Application and the 1992 Communicable Diseases Center Statistics Award; both awards were for joint papers on time series applications. He is the author of a previous 1988 Prentice-Hall text on applied time series analysis and is currenlty a Departmental Editor for the Journal of Forecasting. David S. Stoffer is Professor of Statistics at the University of Pittsburgh. He has made seminal contributions to the analysis of categorical time series and won the 1989 American Statistical Association Award for Outstanding Statistical Application in a joint paper analyzing categorical time series arising in infant sleep-state cycling. He is currently an Associate Editor of the Journal of Forecasting and has served as an Associate Editor for the Journal fo the American Statistical Association. --This text refers to an alternate Hardcover edition.

Time Series Analysis and Its Applications 下载 mobi epub pdf txt 电子书

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Time Series Analysis and Its Applications pdf epub mobi txt 电子书 下载
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用户评价

评分

还没读完 ARIMA方面很简单易懂 比另一本名字很像的中文书清晰很多

评分

只看了前面基础几章

评分

还没读完 ARIMA方面很简单易懂 比另一本名字很像的中文书清晰很多

评分

STAT 429

评分

一本书都是公式,讲的也不错,但是入门来说不如Tsay那本。

读后感

评分

此书内容全面且比较新,除了传统内容(ARIMA,spectral analysis,state-space models)以外,还介绍了不少该领域中其他一些重要的topics或者新近的发展,诸如:GARCH,long-run memory process,threshold等。个人认为本书对ARIMA的介绍很好,第三章最后两节用几个例子介绍了Box-J...  

评分

这本书简洁清晰,有充足但不多余的例子和code。对初学者合适,用作有基础的人的参考书也合适。美中不足的是3.6 estimation of ARMA parameters讲的太混乱。如果只需要对estimation算法有个概念,看analysis of financial time series 相应章节。time series初学者读这本书的话...

评分

此书内容全面且比较新,除了传统内容(ARIMA,spectral analysis,state-space models)以外,还介绍了不少该领域中其他一些重要的topics或者新近的发展,诸如:GARCH,long-run memory process,threshold等。个人认为本书对ARIMA的介绍很好,第三章最后两节用几个例子介绍了Box-J...  

评分

这本书简洁清晰,有充足但不多余的例子和code。对初学者合适,用作有基础的人的参考书也合适。美中不足的是3.6 estimation of ARMA parameters讲的太混乱。如果只需要对estimation算法有个概念,看analysis of financial time series 相应章节。time series初学者读这本书的话...

评分

这本书简洁清晰,有充足但不多余的例子和code。对初学者合适,用作有基础的人的参考书也合适。美中不足的是3.6 estimation of ARMA parameters讲的太混乱。如果只需要对estimation算法有个概念,看analysis of financial time series 相应章节。time series初学者读这本书的话...

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Time Series Analysis and Its Applications pdf epub mobi txt 电子书 下载 2024


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