Skip to content

add Data Reliability Score - STATA implementation#221

Draft
AlexGherardelli wants to merge 1 commit intomainfrom
data-reliability-score
Draft

add Data Reliability Score - STATA implementation#221
AlexGherardelli wants to merge 1 commit intomainfrom
data-reliability-score

Conversation

@AlexGherardelli
Copy link
Copy Markdown
Member

Adding the Data Reliability Score (first implementation in Stata, as created by Alirah) for comments and review

@ValerioGiuffrida ValerioGiuffrida marked this pull request as draft February 27, 2026 10:57
@ValerioGiuffrida
Copy link
Copy Markdown
Contributor

@AlexGherardelli converted to draft given the code is far from mature.

@AlexGherardelli
Copy link
Copy Markdown
Member Author

AlexGherardelli commented May 6, 2026

Adding for reference

This implementation is not ready for production because:

  • it relies on computed indicators (not present in the script - the prerequisite would be to have a package that compute indicator for any household survey, which we do not have yet)
  • does not generalize checks (i.e. relies on specific livelihood coping strategies present in the dataset)
  • is it not efficient (i.e. checks 10000 variables to see if 9999 is present)
  • it cannot be called from an another piece of code (i.e. cannot be automated)
  • does not have validations and does not handle errors (i.e. the code will crash if the input data is not what it expects)

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants