What Is the Point of Bayesian Analysis?
作者信息
Goligher Ewan C, Harhay Michael O
机构信息
Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada.
Division of Respirology, Department of Medicine, University Health Network, Toronto, Ontario, Canada.
出版信息
Am J Respir Crit Care Med. 2024 Mar 1;209(5):485-487. doi: 10.1164/rccm.202310-1757VP.
Abstract
摘要
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2
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3
Interleukin-6 Receptor Antagonists in Critically Ill Patients with Covid-19.
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4
Using Bayesian Methods to Augment the Interpretation of Critical Care Trials. An Overview of Theory and Example Reanalysis of the Alveolar Recruitment for Acute Respiratory Distress Syndrome Trial.
Am J Respir Crit Care Med. 2021 Mar 1;203(5):543-552. doi: 10.1164/rccm.202006-2381CP.
5
Clinical trials in critical care: can a Bayesian approach enhance clinical and scientific decision making?
Lancet Respir Med. 2021 Feb;9(2):207-216. doi: 10.1016/S2213-2600(20)30471-9. Epub 2020 Nov 20.
6
Extracorporeal Membrane Oxygenation for Severe Acute Respiratory Distress Syndrome and Posterior Probability of Mortality Benefit in a Post Hoc Bayesian Analysis of a Randomized Clinical Trial.
JAMA. 2018 Dec 4;320(21):2251-2259. doi: 10.1001/jama.2018.14276.
7
Superiority trials, noninferiority trials, and prisoners of the 2-sided null hypothesis.
ACP J Club. 2004 Mar-Apr;140(2):A11.
8
Methods in health service research. An introduction to bayesian methods in health technology assessment.
BMJ. 1999 Aug 21;319(7208):508-12. doi: 10.1136/bmj.319.7208.508.
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