Preface

This document contains class notes and other materials related to SYS 5581 Time Series and Forecasting at the University of Virginia.

Readings and references

Time series

FPP3 = Hyndman, R.J., & Athanasopoulos, G. (???) Forecasting: principles and practice, 3rd edition, OTexts: Melbourne, Australia. OTexts.com/fpp3

TFS = [these notes]

Statistics with R

Data science with R, general

R4DS = Wickham, Hadley, and Garrett Grolemund, R for Data Science

TSDS = Carrie Wright, Shannon E. Ellis, Stephanie C. Hicks and Roger D. Peng, Tidyverse Skills for Data Science

Tibshirani, Ryan, Statistics 36-350 Statistical Computing, Carnegie-Mellon University, Fall 2019

Acknowledgements

These notes are organized using the bookdown package (Xie 2020), which was built on top of R Markdown and knitr (Xie 2015).

References

Xie, Yihui. 2015. Dynamic Documents with R and Knitr. 2nd ed. Boca Raton, Florida: Chapman; Hall/CRC. http://yihui.org/knitr/.

Xie, Yihui. 2020. Bookdown: Authoring Books and Technical Documents with R Markdown. https://github.com/rstudio/bookdown.