1.6k citations · 2.1k across the 53 of their papers we have counts for
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stat.ME2020★ 25 cited
Using Experiments to Correct for Selection in Observational Studies
Susan Athey, Raj Chetty, Guido Imbens
Researchers increasingly have access to two types of data: (i) large observational datasets where treatment (e.g., class size) is not randomized but several primary outcomes (e.g.,…
cs.LG2020
Bayesian Meta-Prior Learning Using Empirical Bayes
Sareh Nabi, Houssam Nassif, Joseph Hong +2
Adding domain knowledge to a learning system is known to improve results. In multi-parameter Bayesian frameworks, such knowledge is incorporated as a prior. On the other hand, vari…