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docs (epiprocess.Rmd): attempt short intro intro + ref dplyr "verbs"
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brookslogan committed Jun 4, 2024
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The [`{epiprocess}`](https://cmu-delphi.github.io/epiprocess/) package provides
The [`{epiprocess}`](https://cmu-delphi.github.io/epiprocess/) package works
with epidemiological time series and version data to provide situational
awareness, processing and transformations in preparation for modeling, and
version-faithful model backtesting. It contains:

- `epi_df`, a class for working with epidemiological time series data;
- `epi_archive`, a class for working with the version history of such time series data;
- sample data in these formats;
- functions for common data transformations (e.g., 7-day averages);
- [`{dplyr}`](https://dplyr.tidyverse.org/)-esque "verbs" for common data
transformations (e.g., 7-day averages);
- functions for exploratory data analysis and situational awareness (e.g.,
outlier detection and growth rate estimation); and
- functions for version-faithful "pseudoprospective" backtesting of models, and
other version history analysis.
- [`{dplyr}`](https://dplyr.tidyverse.org/)-esque "verbs" for version-faithful
"pseudoprospective" backtesting of models, and other version history analysis
and transformations.

It is part of a broader suite of packages including
[`{epidatr}`](https://cmu-delphi.github.io/epidatr/),
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