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PSLmodels / C-TAM

This repository provides code scripts and description for CPS Transfer Augmentation Model (C-TAM). This is an Open Source Model.
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WIC Program Imputation #39

Closed parkerrogers closed 7 years ago

parkerrogers commented 7 years ago

Adding WIC program imputation files:

  1. Create_admin.py, which creates the administrative data formatted for WIC_impute.py
  2. Rf_probs.py, which creates the Random Forest Classifier probabilities for women, infants, and children used in WIC_impute.py
  3. WIC_impute.py, imputes woman, infant and child participants for the WIC program.
  4. WIC_Imputation_Report.pdf, describes the methods we used, including the preliminary imputation procedure for WICYN to match administrative WIC distribution.
  5. README.md, README file for WIC imputation

Also (updated 8/11/17) adding Worker's Compensation Imputation:

  1. arma.ipynb, which projects total recipients/claims data to 2014 using 1995-2013 existing data
  2. Rf_probs.py, which creates the Random Forest Classifier probabilities for WC participants
  3. WC_impute.py imputes WC participation.
  4. WC_Imputation_Report.pdf, describes the methods we used, including arma procedure for claims data.
  5. README.md, README file for WC imputation
  6. claims_projected is 2014 claim/recipient administrative total for US, per hundred-thousand covered employees. This is the file produced by arma.ipynb, so you can just use this file instead of running the arma script.

Let me know how this looks @Amy-Xu , thanks!

Amy-Xu commented 7 years ago

@parkerrogers Could you actually separate UI stuff to a separate PR? Thanks!!

parkerrogers commented 7 years ago

@Amy-Xu Done! No problem. I'll be more organized with my pull requests in the future, sorry!