9 citations · 32 across the 16 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ME2019★ 5 cited
Discussion of "The Blessings of Multiple Causes" by Wang and Blei
Kosuke Imai, Zhichao Jiang
This commentary has two goals. We first critically review the deconfounder method and point out its advantages and limitations. We then briefly consider three possible ways to addr…
stat.ME2019★ 2 cited
Measurement errors in the binary instrumental variable model
Zhichao Jiang, Peng Ding
Instrumental variable methods can identify causal effects even when the treatment and outcome are confounded. We study the problem of imperfect measurements of the binary instrumen…