Introductory Time Series with R 2024 pdf epub mobi 电子书

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发表于2024-06-29

Introductory Time Series with R 2024 pdf epub mobi 电子书

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Paul Cowpertwait 原是新西兰梅西大学北岸校区的讲师，主讲TimeSeries。入学的时候，我选了Timeseries的课程，无奈校区没有主讲教师，只能通过远程授课。上了一段时间，才知晓本校区原先就有大牛。09-10年左右Paul已经转到AUT（奥克兰理工大学）做副教授。他的研究方面涉及降...

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出版者:Springer

作者:Paul S.P. Cowpertwait

出品人:

页数:272

译者:

出版时间:2009-6-9

价格:GBP 44.99

装帧:Paperback

isbn号码:9780387886978

丛书系列:Use R

图书标签: R TimeSeries 统计数据挖掘计量统计学数学 statistics

Introductory Time Series with R 2024 pdf epub mobi 电子书图书描述

Yearly global mean temperature and ocean levels, daily share prices, and the signals transmitted back to Earth by the Voyager space craft are all examples of sequential observations over time known as time series. This book gives you a step-by-step introduction to analysing time series using the open source software R. Each time series model is motivated with practical applications, and is defined in mathematical notation. Once the model has been introduced it is used to generate synthetic data, using R code, and these generated data are then used to estimate its parameters. This sequence enhances understanding of both the time series model and the R function used to fit the model to data. Finally, the model is used to analyse observed data taken from a practical application. By using R, the whole procedure can be reproduced by the reader. All the data sets used in the book are available on the website http://www.massey.ac.nz/~pscowper/ts.

The book is written for undergraduate students of mathematics, economics, business and finance, geography, engineering and related disciplines, and postgraduate students who may need to analyse time series as part of their taught programme or their research.

Paul Cowpertwait is a senior lecturer in statistics at Massey University with a substantial research record in both the theory and applications of time series and stochastic models. Andrew Metcalfe is an associate professor in the School of Mathematical Sciences at the University of Adelaide, and an author of six statistics text books and numerous research papers. Both authors have extensive experience of teaching time series to students at all levels.

Introductory Time Series with R 2024 pdf epub mobi 电子书

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