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This is the preliminary program for the 2009 Joint Statistical
Meetings in Washington, DC.
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The views expressed here are those of the individual authors and not necessarily those of the ASA or its board, officers, or staff. Back to main JSM 2009 Program page |
= Applied Session,
= Theme Session,
= Presenter| 20 | Sun, 8/2/09, 2:00 PM - 3:50 PM | CC-204C |
| Machine Learning--Based Causal Inference: Toward Robust Black-Box Algorithms for Causal Effects That Preserve Meaningful Statistical Inference - Topic Contributed - Papers | ||
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Section on Statistics in Epidemiology |
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| Organizer(s): Alan Hubbard, University of California, Berkeley | ||
| Chair(s): Alan Hubbard, University of California, Berkeley | ||
| 2:05 PM |
Collaborative Targeted Maximum Likelihood Estimation —  Susan Gruber, University of California, Berkeley; Mark J. van der Laan, University of California, Berkeley
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| 2:25 PM |
Using Super Learner for Robust Model Selection in Causal Effect Estimation — Eric Polley, University of California, Berkeley; Mark J. van der Laan, University of California, Berkeley
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| 2:45 PM |
Targeted Methods for Biomarker Discovery: The Search for a Standard — Catherine Tuglus, University of California, Berkeley; Mark J. van der Laan, University of California, Berkeley
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| 3:05 PM |
High-Dimensional Propensity Score Adjustment in Studies of Drug Treatment Effects Using Health Care Claims Data — Jeremy Rassen, Harvard University; M. Alan Brookhart, Brigham and Women's Hospital/Harvard Medical School; Robert J. Glynn, Brigham and Women's Hospital; Jerry Avorn, Harvard University; Helen Mogun, Harvard University; Sebastian Schneeweiss, Harvard University
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| 3:25 PM |
Targeted Maximum Likelihood Estimation of Treatment-Specific Survival Curve with Right-Censored Data and Covariates in Observational Studies — Farid Jamshidian, University of California at Berkeley; Ori M. Stitelman, University of California, Berkeley; Alan Hubbard, University of California, Berkeley; Mark J. van der Laan, University of California, Berkeley
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| 3:45 PM | Floor Discussion | |
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JSM 2009
For information, contact jsm@amstat.org
or phone (888) 231-3473. If you have questions about the Continuing Education program,
please contact the Education Department. |