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RESURRECTING HAAVELMO: THE CAUSAL FOUNDATIONS OF ECONOMETRIC MODELS

RESURRECTING HAAVELMO: THE CAUSAL FOUNDATIONS OF ECONOMETRIC MODELS

RESURRECTING HAAVELMO: THE CAUSAL FOUNDATIONS OF ECONOMETRIC MODELS. Judea Pearl University of California Los Angeles (www.cs.ucla.edu/~judea). BACKGROUND Two attempted hijackings.

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864 views • 74 slides
WHAT'S NEW IN CAUSAL INFERENCE: From Propensity Scores And Mediation To External Validity

WHAT'S NEW IN CAUSAL INFERENCE: From Propensity Scores And Mediation To External Validity

WHAT'S NEW IN CAUSAL INFERENCE: From Propensity Scores And Mediation To External Validity And Selection Bias. Judea Pearl UCLA (www.cs.ucla.edu/~judea/). OUTLINE. Unified conceptualization of counterfactuals, structural-equations, and graphs Propensity scores demystified

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747 views • 73 slides
CAUSES AND COUNTERFACTUALS

CAUSES AND COUNTERFACTUALS

CAUSES AND COUNTERFACTUALS. Judea Pearl University of California Los Angeles (www.cs.ucla.edu/~judea/jsm09). THEORETICAL DEVELOPMENTS IN CAUSAL INFERENCE. Judea Pearl University of California Los Angeles (www.cs.ucla.edu/~judea/jsm09). OUTLINE. Inference: Statistical vs. Causal,

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873 views • 72 slides
Otis Dudley Duncan Memorial Lecture: THE RESURRECTION OF DUNCANISM

Otis Dudley Duncan Memorial Lecture: THE RESURRECTION OF DUNCANISM

Otis Dudley Duncan Memorial Lecture: THE RESURRECTION OF DUNCANISM. Judea Pearl University of California Los Angeles (www.cs.ucla.edu/~judea/). OUTLINE. Duncanism = Causally Assertive SEM History: Oppression, Distortion, and Resurrection The Old-New Logic of SEM New Tools

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690 views • 61 slides
Otis Dudley Duncan Memorial Lecture: THE RESURRECTION OF DUNCANISM

Otis Dudley Duncan Memorial Lecture: THE RESURRECTION OF DUNCANISM

Otis Dudley Duncan Memorial Lecture: THE RESURRECTION OF DUNCANISM. Judea Pearl University of California Los Angeles (www.cs.ucla.edu/~judea/). OUTLINE. Duncanism = Causally Assertive SEM History: Oppression, Distortion, and Resurrection The Old-New Logic of SEM New Tools

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623 views • 61 slides
WHAT'S NEW IN CAUSAL INFERENCE: From Propensity Scores And Mediation To External Validity

WHAT'S NEW IN CAUSAL INFERENCE: From Propensity Scores And Mediation To External Validity

WHAT'S NEW IN CAUSAL INFERENCE: From Propensity Scores And Mediation To External Validity. Judea Pearl University of California Los Angeles (www.cs.ucla.edu/~judea/). OUTLINE. Unified conceptualization of counterfactuals, structural-equations, and graphs Propensity scores demystified

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668 views • 52 slides

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