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    Machine learning foundations· 1983

    The central role of the propensity score in observational studies for causal effects

    Paul R. Rosenbaum (first author) · 1983

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    DOI 10.1093/biomet/70.1.41OpenAlex W2150291618

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    Why it matters

    Established propensity-score adjustment as a foundational method for observational causal studies.

    Condensed from the expert lists' notes.

    The record

    First released
    1983 (from OpenAlex)
    Citations
    31,083 citations, as counted by OpenAlex (CC0)
    Named by
    the chatgpt list only
    Score
    0.431 · computed rank 317 · consensus 0.27, must-read 0, citations percentile 1 (1980s · foundations), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.