Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Doubly robust models renaming + multiple treatment-feature options #28

Merged
merged 6 commits into from
Jan 25, 2022
Merged

Doubly robust models renaming + multiple treatment-feature options #28

merged 6 commits into from
Jan 25, 2022

Commits on Jan 25, 2022

  1. Change DoublyRobust to BaseDoublyRobust

    @ehudkr
    ehudkr committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    73b7c10 View commit details
    Browse the repository at this point in the history

  2. Change DoublyRobustVanilla to ResidualCorrectedStandardization

    @ehudkr
    ehudkr committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    8a385a5 View commit details
    Browse the repository at this point in the history

  3. Change DoublyRobustJoffe to WeightedStandardization

    @ehudkr
    ehudkr committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    ae18be6 View commit details
    Browse the repository at this point in the history

  4. Change DoublyRobustIpFeature to PropensityFeatureStandardization

    @ehudkr
    ehudkr committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    b507472 View commit details
    Browse the repository at this point in the history

  5. Multiple treatment-based features in PropensityFeatureStandardization 

    Adds several options for propensity features:
 1. inverse-propensity weight: 1/Pr[A=a_i|X].
 2. inverse-propensity matrix: 1/Pr[A=a|X] for all possible `a`s.
 3. propensity vector: Pr[A=1|X]
 4. logit-transformed propensities: logit(Pr[A=1|X])
 5. propensity matrix: Pr[A=a|X] for all possible `a`s.

Also adds corresponding tests for these options.
    @ehudkr
    ehudkr committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    91d5a39 View commit details
    Browse the repository at this point in the history

  6. A dummy commit to hopefully trigger Travis to build the PR? 🤞

    @ehudkr
    ehudkr committed Jan 25, 2022
    Configuration menu
    Copy the full SHA
    31921b5 View commit details
    Browse the repository at this point in the history