Introductory Time Series with R
"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...
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| Format: | Book |
| Language: | English |
| Published: |
London
Springer
2009
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| Series: | Use R! Series
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| Subjects: | |
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| 020 | |a 9780387886978 | ||
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| 100 | |a Cowpertwait, Paul S. P. |9 4718 | ||
| 245 | |a Introductory Time Series with R | ||
| 260 | |a London |b Springer |c 2009 | ||
| 300 | |a xv, 254 p. | ||
| 490 | |a Use R! Series | ||
| 520 | |a "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" | ||
| 650 | |a R - Computer Program Language |9 1158 | ||
| 650 | |a Time-Series Analysis |9 1725 | ||
| 700 | |a Metcalfe, Andrew V. |9 4719 | ||