Articles with "bayesian methods" as a keyword



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A consensus checklist to help clinicians interpret clinical trial results analysed by Bayesian methods.

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Published in 2020 at "British journal of anaesthesia"

DOI: 10.1016/j.bja.2020.04.093

Abstract: INTRODUCTION In the context of an increasing number of publications of trial data analysed by Bayesian methods, clinicians need support to better understand Bayesian statistical methods. The existing checklists are intended for people who already… read more here.

Keywords: trial; analysed bayesian; bayesian methods; checklist help ... See more keywords
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Perspectives on informative Bayesian methods in pediatrics.

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Published in 2023 at "Journal of biopharmaceutical statistics"

DOI: 10.1080/10543406.2023.2170405

Abstract: Bayesian methods have been proposed as a natural fit for pediatric extrapolation, as they allow the incorporation of relevant external data to reduce the required sample size and hence trial burden for the pediatric patient… read more here.

Keywords: bayesian methods; informative bayesian; perspectives informative; methods pediatrics ... See more keywords
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Use of Bayesian methods to model the SF-6D health state preference based data

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Published in 2018 at "Health and Quality of Life Outcomes"

DOI: 10.1186/s12955-018-1068-7

Abstract: BackgroundConventionally, models used for health state valuation data have been frequentists. Recently a number of researchers have investigated the use of Bayesian methods in this area. The aim of this paper is to put on… read more here.

Keywords: health state; use bayesian; bayesian methods; model ... See more keywords
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Estimation of Lockdowns’ Impact on Well-Being in Selected Countries: An Application of Novel Bayesian Methods and Google Search Queries Data

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Published in 2022 at "International Journal of Environmental Research and Public Health"

DOI: 10.3390/ijerph20010421

Abstract: Lockdowns introduced in connection with the COVID-19 pandemic have had a significant impact on societies from an economic, psychological, and health perspective. This paper presents estimations of their impact on well-being, understood both from the… read more here.

Keywords: queries data; google search; bayesian methods; search ... See more keywords
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Bayesian Methods of Representative Values of Variable Actions

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Published in 2019 at "Symmetry"

DOI: 10.3390/sym11030346

Abstract: In engineering practice, it is sometimes necessary to infer the representative value of variable action under the condition that the test data is insufficient, but the classical statistics methods adopted now do not take into… read more here.

Keywords: characteristic frequent; values variable; frequent values; bayesian methods ... See more keywords