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REVIEW ARTICLE $BVTBM.PEFMTBOE-FBSOJOHGSPN%BUB Integrating Causal Modeling and Statistical Estimation Maya L. Petersen and Mark J. van der Laan Abstract: The practice of epidemiology requires asking causal question
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Document Date: 2014-11-17 13:30:52


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San Francisco / Seattle / Muñoz / Chichester / Helsinki / New York / Berlin / Heidelberg / Los Angeles / London / Arlington / /

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AUAI Press / Cambridge University Press / M.L.P. / AAAI Press / Oxford University Press / HIV / Cox / John Wiley and Sons / Guilford Press / Glidden / /

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Africa / /

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Greenland / Botswana / United Kingdom / Finland / /

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Facility

University of Washington / College Publications / Haviland Hall / University of California / /

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formal causal tools / HIV prevention / invaluable tool / estimation tools / causal chain systems / nonrecursive systems / /

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University of Washington / UCLA / Cambridge University / University of California / National Institute of Health / World Health Organization / University of California / Berkeley / Computer Science Department / Econometric Society / Center for Statistics and the Social Sciences / School of Public Health / Robins J. Association / Stat Assoc. / Oxford University / Bank of England / Stat Association / J. Association / /

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JO XIJDI BMM TVCKFDUT JO / Maya L. Petersen / Pearl J. Complete / Rose S. Targeted Learning / Pearl J. Causal / JO UIF UBSHFU QPQVMBUJPO BSF / Cole SR / Morgan Kaufmann / Pearl J. Effects / Causal Models / Pearl J. Dormant / /

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investigator / researcher / Doris Duke Clinical Scientist Development Award / advocate / author / analyst / Porter / /

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ML / /

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New York / California / /

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Lippincott Williams & Wilkins / Econometrica / /

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GPS / artificial intelligence / Data Mining / /

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www.epidem.com / http /

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