22 citations · 59 across the 13 of their papers we have counts for
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stat.ME2019★ 1 cited
mRSC: Multi-dimensional Robust Synthetic Control
Muhummad Amjad, Vishal Misra, Devavrat Shah +1
When evaluating the impact of a policy on a metric of interest, it may not be possible to conduct a randomized control trial. In settings where only observational data is available…
cs.LG2019★ 22 cited
On Robustness of Principal Component Regression
Anish Agarwal, Devavrat Shah, Dennis Shen +1
Principal component regression (PCR) is a simple, but powerful and ubiquitously utilized method. Its effectiveness is well established when the covariates exhibit low-rank structur…