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Add latency definitions & visualization vignette/chapter #354

@brookslogan

Description

@brookslogan
  • Show examples of calculating a few different definitions of latency.
    • Fix bug in nadup, na0dup definitions counting zeros/NAs between the second most recent unique nonzero/non-NA value and the most recent nonzero/non-NA value (when both of these exist).
    • Fix bugfix on all-zero/NA/duplicate time series
    • Make code more comprehensible.
  • Visualize state-level latency.
  • Consider facility-level visualizations.
  • Consider incorporating information about expected levels (population, seasonality / recent national/regional levels).
  • Consider adding flagging mechanisms.

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