Physics‐Based Inverse Modeling of Battery Degradation with Bayesian Methods
Sign Up to like & getrecommendations! Published in 2024 at "Chemsuschem"
DOI: 10.1002/cssc.202402336
Abstract: To further improve lithium‐ion batteries, a profound understanding of complex battery processes is crucial. Physical models offer understanding but are difficult to validate and parameterize. Therefore, automated machine‐learning methods are necessary to evaluate models with… read more here.
Keywords: battery; physics based; degradation; bayesian methods ... See more keywords
A consensus checklist to help clinicians interpret clinical trial results analysed by Bayesian methods.
Sign Up to like & getrecommendations! 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
Perspectives on informative Bayesian methods in pediatrics.
Sign Up to like & getrecommendations! 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
Use of Bayesian methods to model the SF-6D health state preference based data
Sign Up to like & getrecommendations! 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
Bayesian methods as a complementary tool: balancing innovation and rigor in critical care research
Sign Up to like & getrecommendations! Published in 2025 at "Critical Care"
DOI: 10.1186/s13054-025-05380-0
Abstract: The perspective by Patel and Green, “Death by P-value: The Overreliance on P-values in Critical Care Research” [1], offers a timely critique of rigid statistical thresholds in critical care trials. By advocating for hybrid approaches… read more here.
Keywords: care research; bayesian methods; care; methods complementary ... See more keywords
Bayesian Methods for Information Borrowing in Basket Trials: An Overview
Sign Up to like & getrecommendations! Published in 2024 at "Cancers"
DOI: 10.3390/cancers16020251
Abstract: Simple Summary This paper provides a review of statistical methods for tumor-agnostic clinical trials. In particular, the review focuses on basket trials and provides methodological insights into various Bayesian approaches. The key concept of borrowing… read more here.
Keywords: bayesian methods; methods information; basket trials; basket ... See more keywords
Estimation of Lockdowns’ Impact on Well-Being in Selected Countries: An Application of Novel Bayesian Methods and Google Search Queries Data
Sign Up to like & getrecommendations! 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
Bayesian Methods of Representative Values of Variable Actions
Sign Up to like & getrecommendations! 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