Bayesian Estimation of the Stress-Strength Reliability Based on Generalized Order Statistics for Pareto Distribution by Zahra Karimi Ezmareh, Gholamhossein Yari

“…The aim of this paper is to obtain a Bayesian estimator of stress-strength reliability based on generalized order statistics for Pareto distribution. …”
Get full text

Interacting Large Language Model Agents Bayesian Social Learning Based Interpretable Models by Adit Jain, Vikram Krishnamurthy

Subjects: “…Bayesian social learning…”
Get full text

Sample size estimation for task-related functional MRI studies using Bayesian updating by Eduard T. Klapwijk, Joran Jongerling, Herbert Hoijtink, Eveline A. Crone

Subjects: Get full text

Off-grid DOA estimation algorithm based on unitary transform and sparse Bayesian learning by Yang GAO, Jun-li CHEN, Guang-li YANG

Subjects: Get full text

Bayesian Estimations under the Weighted LINEX Loss Function Based on Upper Record Values by Fuad S. Al-Duais

“…Next, we compared the performance of the proposed method (WLINEX) in this work with Bayesian estimation using the LINEX loss function, Bayesian estimation using the squared-error (SEL) loss function, and maximum likelihood estimation (MLE). …”
Get full text

Discrepancies Between Bayesian Vancomycin Models Can Affect Clinical Decisions in the Critically Ill by Asad E. Patanwala, Danijela Spremo, Minji Jeon, Yann Thoma, Jan-Willem C. Alffenaar, Sophie Stocker

Get full text

A comparison of Bayesian and frequentist confidence intervals in the presence of a late Universe degeneracy by Eoin Ó. Colgáin, Saeed Pourojaghi, M. M. Sheikh-Jabbari, Darragh Sherwin

Get full text

Relaxing the confirmatory factor model in the Big Five: Exploratory, Bayesian, and machine learning approaches by Jacob S. Gray

“…Three methods have been devised to relax this assumption: Exploratory Structural Equation Model (SEM), Bayesian SEM, and Regularized SEM. Each of these allow for the existence of cross-loadings, but a direct comparison of these methods is missing from the literature. …”
Get full text

Bayesian Estimation and Prediction for Flexible Weibull Model under Type-II Censoring Scheme by Sanjay Kumar Singh, Umesh Singh, Vikas Kumar Sharma

“…We have developed the Bayesian estimation procedure for flexible Weibull distribution under Type-II censoring scheme assuming Jeffrey's scale invariant (noninformative) and Gamma (informative) priors for the model parameters. …”
Get full text

Modified complex multitask Bayesian compressive sensing using Laplacian scale mixture prior by Qilei Zhang, Lei Yu, Feng He, Yifei Ji

“…Abstract Bayesian compressive sensing (BCS) is an important sub‐class of sparse signal reconstruction algorithms. …”
Get full text

Estimation of Urban Link Travel Time Distribution Using Markov Chains and Bayesian Approaches by Wenwen Qin, Meiping Yun

“…In this case, the study develops a Bayesian approach based on particle filter framework for link TTD estimation using real-time and historical travel time observations from FCD. …”
Get full text

Within-host bayesian joint modeling of longitudinal and time-to-event data of Leishmania infection. by Felix M Pabon-Rodriguez, Grant D Brown, Breanna M Scorza, Christine A Petersen

“…In this work, we present a Bayesian joint model of longitudinal and time-to-event data of Leishmania infection that considers the interplay between key drivers of the disease process: pathogen load, antibody level, and disease. …”
Get full text

A multidimensional Bayesian IRT method for discovering misconceptions from concept test data by Martin Segado, Aaron Adair, John Stewart, Yunfei Ma, Byron Drury, David Pritchard

“…We explore the performance of the Bayesian MNCM on synthetic data and find that it is able to recover multidimensional item parameters consistently at achievable sample sizes. …”
Get full text

Use of Bayesian Inference to Correlate In Vitro Embryo Production and In Vivo Fertility in Zebu Bulls by Mateus José Sudano, André Maciel Crespilho, Claudia Barbosa Fernandes, Alicio Martins Junior, Frederico Ozanam Papa, Josemar Rodrigues, Rui Machado, Fernanda Da Cruz Landim-Alvarenga

“…The objective of this experiment was to test in vitro embryo production (IVP) as a tool to estimate fertility performance in zebu bulls using Bayesian inference statistics. Oocytes were matured and fertilized in vitro using sperm cells from three different Zebu bulls (V, T, and G). …”
Get full text

BAYESIAN ESTIMATION OF GENERALIZED EXPONENTIAL DISTRIBUTION WITH MULTIPLE CHANGE POINTS FOR TRUNCATED AND CENSORED DATA by HE ChaoBing

Get full text

Approach for information systems security situation evaluation using improved FAHP and Bayesian network by FU Yu, WU Xiao-ping, YE Qing

Subjects: Get full text

Composite Bayesian Optimization in function spaces using NEON—Neural Epistemic Operator Networks by Leonardo Ferreira Guilhoto, Paris Perdikaris

“…We showcase the utility of this method for sequential decision-making by examining the problem of composite Bayesian Optimization (BO), where we aim to optimize a function $$f=g\circ h$$ f = g ∘ h , where $$h:X\rightarrow C(\mathscr {Y},{\mathbb {R}}^{d_s})$$ h : X → C ( Y , R d s ) is an unknown map which outputs elements of a function space, and $$g: C(\mathscr {Y},{\mathbb {R}}^{d_s})\rightarrow {\mathbb {R}}$$ g : C ( Y , R d s ) → R is a known and cheap-to-compute functional. …”
Get full text

Predicting Large-Scale WLAN Traffic via Granger Causality Based Bayesian Network by Hao Wang, Yunfei Lv, Yuanbao Chen, Yunfei Peng

Subjects: Get full text

Scenario construction and evolutionary analysis of nonconventional public health emergencies based on Bayesian networks by Yutao Zhu, Qing Yang, Lingmei Fu, Chun Cai, Jinmei Wang, Ling He

Subjects: Get full text

Project Portfolio Resource Risk Assessment considering Project Interdependency by the Fuzzy Bayesian Network by Libiao Bai, Kaimin Zhang, Huijing Shi, Min An, Xiao Han

“…This paper presents a methodology by using a fuzzy Bayesian network to assess the project portfolio resource risk, determine critical resource risk factors, and propose risk-reduction strategies. …”
Get full text