Chronikis (kroh-NEE-kees) is a special-purpose language for creating time-series models. It comes with a compiler
chronikisc
and an R package chronikis
that contains utilities for calling the compiler as well as estimating and
forecasting with the compiled time-series models.
The name “Chronikis” is derived from the phrase χρονική σειρά (chronikí seirá), which means “time series” in Greek.
Resources
- Chronikis Manual.
- Quick-start docker image with Jupyter notebook.
- Powerpoint deck for talk on Chronikis given February 2019.
- Slides for lectures on linear state-space models.
- Lecture 1: Introduction to SSMs
- Lecture 2: Local Linear Trend, Regression, Periodicity
- Lecture 3: Periodicity
- Lecture 3a: The Formalism