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Causal Inference

Estimating Individual Causal Effects

Causal Inference

Mean causal effect の推定も当然重要ですが、 Individual treatment effects の推定は、臨床医としてはぜひ挑戦してみたい領域です。Causal inferenceはmissing valueの問題とも言えるので、missing valueをimputationするという戦略で乗り越えられるのか、…

Causal inference from complex longitudinal data in Causal Inference Book

Causal Inference

The book by Miguel A. Hernán and James M. Robins. https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/

The limitation of Large randomized clinical trials

Causal Inference

November 1, 2018 Establishing the Effectiveness of Procedural InterventionsThe Limited Role of Randomized Trials https://jamanetwork.com/journals/jama/fullarticle/2712930 Even RCTs have the greatest internal validity and thus provide the h…