cagov / caldata-mdsa-caltrans-pems

CalData's MDSA project with Caltrans on Performance Measurement System (PeMS) data
https://cagov.github.io/caldata-mdsa-caltrans-pems/
MIT License
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Create incremental model without hard-coded dates for regression coefficients #239

Closed ian-r-rose closed 2 months ago

ian-r-rose commented 3 months ago

In #234 and #209 we created a table of regression coefficients for imputation. That table could use some improvements:

  1. It should make use of pems_clearinghouse_start_date to determine when to start
  2. It shouldn't have hard-coded dates
  3. It should be incremental so that as time goes, we can continually update the coefficients with new values

@mmmiah since you've been thinking about how often to compute the regression coefficients, would you be interested in taking this one on?

mmmiah commented 3 months ago

@ian-r-rose, I can try, but feel free to assign 2nd expert person with me in case I need help!