@@ -9,16 +9,21 @@ editor_options:
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chunk_output_type : console
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---
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- The [ ` {epiprocess} ` ] ( https://cmu-delphi.github.io/epiprocess/ ) package provides
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+ The [ ` {epiprocess} ` ] ( https://cmu-delphi.github.io/epiprocess/ ) package works
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+ with epidemiological time series and version data to provide situational
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+ awareness, processing and transformations in preparation for modeling, and
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+ version-faithful model backtesting. It contains:
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- ` epi_df ` , a class for working with epidemiological time series data;
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- ` epi_archive ` , a class for working with the version history of such time series data;
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- sample data in these formats;
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- - functions for common data transformations (e.g., 7-day averages);
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+ - [ ` {dplyr} ` ] ( https://dplyr.tidyverse.org/ ) -esque "verbs" for common data
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+ transformations (e.g., 7-day averages);
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- functions for exploratory data analysis and situational awareness (e.g.,
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outlier detection and growth rate estimation); and
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- - functions for version-faithful "pseudoprospective" backtesting of models, and
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- other version history analysis.
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+ - [ ` {dplyr} ` ] ( https://dplyr.tidyverse.org/ ) -esque "verbs" for version-faithful
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+ "pseudoprospective" backtesting of models, and other version history analysis
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+ and transformations.
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It is part of a broader suite of packages including
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[ ` {epidatr} ` ] ( https://cmu-delphi.github.io/epidatr/ ) ,
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