Results 151 to 160 of about 767,112 (259)

SIMULTANEOUS EQUATIONS BAYESIAN BOOTSTRAP [PDF]

This paper introduces a semi-parametric bootstrapping approach to Bayesian analysis of structural parameters in simultaneous equation systems that extends the single and multivariate regression approaches of Heckelei and Mittelhammer (1996, 2002) to ...
Heckelei, Thomas, Mittelhammer, Ronald C.   +1 more
core  

Automation and Active Learning for the Multi‐Objective Optimization of Antibody Formulations

Advanced Science, EarlyView.
Successful antibody formulation necessitates balancing factors such as thermal stability, colloidal stability, and viscosity across a vast excipient design space. This work integrates robotic liquid handling, high‐throughput biophysical characterization, and multi‐objective Bayesian optimization in an iterative closed‐loop Design‐Build‐Test‐Learn cycle.
D. Christopher Radford, Matthew Tamasi, Elena Di Mare, Adam J. Gormley   +3 more
wiley   +1 more source

Methodological Concerns Regarding the Bayesian Network Meta-Analysis of Telerehabilitation for Chronic Low Back Pain. [PDF]

J Med Internet Res
Tuersun A, Ma G.
europepmc   +1 more source

On the Relevance of the Bayesian Approach to Statistics [PDF]

In this essay, I argue about the relevance and the ultimate unity of the Bayesian approach in a neutral and agnostic manner. My main theme is that Bayesian data analysis is an effective tool for handling complex models, as proven by the increasing ...
Christian P. Robert
core  

Human‐Guided Bayesian Optimization Enables High‐Throughput Laser Annealing of Mesoporous SiOx Anodes for Lithium‐Ion Batteries

Advanced Science, EarlyView.
An empirical‐aided active learning framework is developed to optimize high‐throughput laser‐induced photothermal annealing of silicon suboxide anodes. By integrating probabilistic machine learning with empirical domain knowledge, this approach achieves optimal electrochemical performance using limited experiments.
Chaeyoung Park, Yeongje Lee, Sunho Jeong, Eungkyu Lee   +3 more
wiley   +1 more source

Bayesian Graphs of Intelligent Causation [PDF]

Ramiah, P, Liverani, S, Bunnin, O, Smith, J, Whipp, A, Addison, J   +5 more
core   +3 more sources

Impact analysis of institutional framework and policy preferences with Bayesian structural equation. [PDF]

PLoS One
Jin S, Chang L, Zhang N, Li Y.
europepmc   +1 more source

A Bayesian approach to analyze regional elasticities [PDF]

This paper presents a bayesian approach to analyze regional elasticity distributions with a regular translog cost function. It is known that a proper statistical analysis concerning elasticities can be performed only with the bayesian approach.
Tullio Gregori
core  

A Global Methane Observation System to Reduce Uncertainty for Anthropogenic and Natural Sources and Sinks for Detecting and Attributing Climate Feedbacks

Advanced Science, EarlyView.
Conceptual illustration of a Global Ecosystem Methane Observing System (GEM‐OS) integrating satellites, aircraft, atmospheric networks, and ecosystem measurements to quantify methane emissions from anthropogenic and natural sources. The multi‐scale observing framework improves source attribution, reduces uncertainty in regional methane budgets, and ...
P. Ciais, S. Peng, J. Chang, F. Li, Q. Zhu, K. Yuan, G. Hugelius, H. Li, Y. Cai, F. Chevallier, K. Tibrewal, E. A. Kort, K. Arndt, J. Watts, B. Buma, N. Besic, P. I. Palmer, H. Cadillo‐Quiroz, E. Euskirchen, M. J. Gondwe, A. Hoyt, R. Jackson, S. Malone, D. Monteverde, S. Natali, M. Ramonet, C. Rey‐Sanchez, L. B. Sagang, E. A. G. Schuur, R. Vargas, R. Varner, Z. Zhang, B. Poulter   +32 more
wiley   +1 more source

External Validation and Bayesian Forecasting of Rivaroxaban Population Pharmacokinetic Models in Older Chinese Patients with Nonvalvular Atrial Fibrillation. [PDF]

Drug Des Devel Ther
Chen J, Huang W, Chen G, Ge B, Zhao Q, Wang H, Ye J, Pan J, Mao K.   +8 more
europepmc   +1 more source