An Introduction to Discrete-Valued Time Series provides a much
needed introduction to the field of discrete-valued time series,
with particular focus on count-data time series. The main focus of
this book is on modelling, and throughout numerous examples
illustrate the various models used in discrete-valued time series
applications. Statistical Process Control (SPC) is also featured
and provides coverage on the types of control charts such as
cumulative sum control charts (CUSUM) and performance evaluation.
Classic approaches like ARMA models and the Box-Jenkins program are
also featured with the basic essentials of these approaches
summarized in the Appendix. Data examples are also featured whilst
all necessary R code is housed on a companion website.
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