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CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning [PDF]
For treatment effects - one of the core issues in modern econometric analysis - prediction and estimation are two sides of the same coin. As it turns out, machine learning methods are the tool for generalized prediction models. Combined with econometric theory, they allow us to estimate not only the average but a personalized treatment effect - the ...
arxiv
Special Treatment, 2025.11.(SI)
Journal of Special Treatment, 2025.11.(SI) - full ...
Editorial office of Special Treatment Journal
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THE NEED OF SPECIAL TREATMENT FOR THE "NERVOUS." [PDF]
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Background Postoperative atrial fibrillation (POAF) is a common complication in patients with obstructive hypertrophic cardiomyopathy (HOCM) who undergo surgical myectomy. POAF is associated with poor outcome. The role of plasma big endothelin-1 level in
Changpeng Song+7 more
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Background Dysregulation of long non-coding RNAs (lncRNAs) results in development of human diseases including hepatocellular carcinoma (HCC). Although several HCC related lncRNAs have been reported, the biological functions of many lncRNAs during the ...
Qiang Fei+10 more
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SPECIAL TREATMENT, 2021. Vol. 7. (1.)
Special Treatment, 2021 Vol. 7.
Bánásmód Különleges
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Special Treatment of Hysterical Phenomena [PDF]
n ...
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Preoperative NT‐proBNP Predicts Midterm Outcome After Septal Myectomy
Background The prognostic value of N‐terminal pro–brain natriuretic peptide (NT‐proBNP) in patients with hypertrophic cardiomyopathy who underwent septal myectomy has not been well studied.
Changpeng Song+7 more
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Robust and Agnostic Learning of Conditional Distributional Treatment Effects [PDF]
The conditional average treatment effect (CATE) is the best measure of individual causal effects given baseline covariates. However, the CATE only captures the (conditional) average, and can overlook risks and tail events, which are important to treatment choice. In aggregate analyses, this is usually addressed by measuring the distributional treatment
arxiv
BackgroundCurrently, the prognosis of advanced intrahepatic cholangiocarcinoma (ICC) is poor, and the current treatment methods are not effective.ObjectiveThe aim of this study was to evaluate the anticancer efficacy of chemotherapy combined with PD-1 ...
Zhitao Dong+8 more
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