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    Pearl Suggests Examining RCT Frameworks for Causal Goals

    Judea Pearl highlights efforts to equate causal frameworks and suggests examining RCT methods.

    JP
    1 Source, 28d ago, first seen 28d ago

    TLDR

    Judea Pearl posted that respect for other languages shows in causal-inference researchers equating Rubin's potential-outcomes and Lewis's closest world frameworks to SCM. He added that if RCT culture provides a new way to state goals and assumptions, researchers should examine it. The post comes from the UCLA professor emeritus and Turing Award winner known for work on Bayesian networks and causal inference.

    Combined views

    3.8K

    1 Source, first seen 28d ago

    Combined views

    3.8K

    1 Source, first seen 28d ago

    16 likes
    16 likes
    1 comments
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    1 comments
    4 saves
    1 reposts

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    1 Source

    @yudapearlRespect for other languages is attested by the efforts of causal-inference researchers to understand Rubin's potential-outcomes and Lewis's closest world frameworks, and proving them to have the same expressional power as SCM. If RCT's culture offers a new language for articulating goals and assumptions, let's examine it's powers and limits -- don't hide it. @f2harrell @ildiazm @soboleffspaces

    1 Source

    @yudapearlRespect for other languages is attested by the efforts of causal-inference researchers to understand Rubin's potential-outcomes and Lewis's closest world frameworks, and proving them to have the same expressional power as SCM. If RCT's culture offers a new language for articulating goals and assumptions, let's examine it's powers and limits -- don't hide it. @f2harrell @ildiazm @soboleffspaces