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Correlation is easy and usually misleading. Causal inference is hard and usually overclaimed. On the benchmark that matters most, the…Continue reading on Towards AI »
Across the social sciences, many studies use cross-sectional designs that reveal associations but are generally unable to support direct causal claims, yet authors of such articles...
by Yunxin Shi, Lulu Pan, Yu Hu, Yongfu Yu, Guoyou Qin Amyloid-Beta 42 (ABeta42) is a key biomarker of cerebral amyloidosis in Alzheimer’s disease, and estimating its causal effect...
This post offers two recommendations and a story. First, the recommendations. • Here’s the book referred to in the title of the post. I highly recommend it! My only regret is that...
by Aravind Easwar, Manikandan Narayanan Distinguishing correlation from causation is a fundamental challenge in many scientific fields, including biology, especially when interven...
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