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487 Wed, 8/10/2022, 2:00 PM - 3:50 PM CC-204C
Novel Causal Inference Methods for Epidemiology Studies — Contributed Papers
Section on Statistics in Epidemiology
Chair(s): Chan Park, University of Wisconsin-Madison
2:05 PM Principal Stratification for Quantile Causal Effects Under Partial Compliance
Shuo Sun, McGill University; Johanna G. Nešlehová , McGill University; Erica EM Moodie, McGill University
2:20 PM Omitted Variable Bias in Machine-Learned Causal Models
Victor Chernozhukov, MIT Economics; Carlos Cinelli, University of Washington; Whitney Newey, MIT Economics; Amit Sharma, Microsoft; Vasilis Syrgkanis, Microsoft Research
2:35 PM Detecting Treatment Interference Under the K-Nearest-Neighbor Interference Model
Samirah Hamid Alzubaidi, Kansas State University; Michael Higgins, Kansas State University
2:50 PM Bridging the Gap Between Transportability and Trial Design Using Empirical Bayes
Christophe Toukam Tchakoute, Stanford University; Mike Baiocchi, Stanford University
3:05 PM Nonparametric Estimation of the Potential Impact Fraction and the Population Attributable Fraction
Colleen Elise Chan, Yale University; Rodrigo Zepeda-Tello, National Institute of Public Health of Mexico; Dalia Camacho-García-Formentí, National Institute of Public Health of Mexico; Frederick Cudhea, Tufts University; Rafael Meza, University of Michigan School of Public Health; Eliane Rodrigues, Universidad Nacional Autónoma de México; Donna Spiegelman, Yale School of Public Health; Tonatiuh Barrientos-Gutiérrez, National Institute of Public Health of Mexico; Xin Zhou, Yale School of Public Health
3:20 PM The Functional Synthetic Control Method
Aaron Shev, University of California, Davis; Andrew Farris, University of California, Davis; Chris McCort, University of California, Davis; Veronica Pear, University of California, Davis; Hannah Laqueur, University of California, Davis; Rose Kagawa, University of California, Davis
3:35 PM On Identification and Estimation for Sufficient Cause Interaction Through Quasi-Instrumental Variable
Pei-Hsuan Hsia, National Yang Ming Chiao Tung University