George A. Bekey, Ph.D. - Related publications

Engineering University of Southern California, Los Angeles, CA, United States 
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Bresson G, Chaturvedi A, Rahman MA, . Seemingly unrelated regression with measurement error: estimation via Markov Chain Monte Carlo and mean field variational Bayes approximation. The International Journal of Biostatistics. PMID 32949454 DOI: 10.1515/ijb-2019-0120   
2020 He G, Zhang T, Zhang J, Griffith BP, Wu ZJ. Model-Based Design and Optimization of Blood Oxygenators. Journal of Medical Devices. 14: 041001. PMID 32983315 DOI: 10.1115/1.4047872   
2020 Westphal M, Brannath W. Evaluation of multiple prediction models: A novel view on model selection and performance assessment. Statistical Methods in Medical Research. 29: 1728-1745. PMID 31510862 DOI: 10.1177/0962280219854487   
2020 Tong X, Zhang T, Zhou J. Robust Bayesian growth curve modelling using conditional medians. The British Journal of Mathematical and Statistical Psychology. PMID 32926414 DOI: 10.1111/bmsp.12216   
2020 Hamiye Beyaztas B, Bandyopadhyay S. Robust estimation for linear panel data models. Statistics in Medicine. PMID 32901960 DOI: 10.1002/sim.8732   
2020 Sattari MT, Feizi H, Colak MS, Ozturk A, Apaydin H, Ozturk F. Estimation of sodium adsorption ratio in a river with kernel-based and decision-tree models. Environmental Monitoring and Assessment. 192: 575. PMID 32772253 DOI: 10.1007/s10661-020-08506-9   
2020 Wang B, Li J, Wang X. Change point detection in Cox proportional hazards mixture cure model. Statistical Methods in Medical Research. 962280220959118. PMID 32970523 DOI: 10.1177/0962280220959118   
2020 Gu X, Hoijtink H, Mulder J. Bayesian One-Sided Variable Selection. Multivariate Behavioral Research. 1-15. PMID 32869690 DOI: 10.1080/00273171.2020.1813067   
2020 Su W, Wang X, Szczesniak RD. Risk factor identification in cystic fibrosis by flexible hierarchical joint models. Statistical Methods in Medical Research. 962280220950369. PMID 32842919 DOI: 10.1177/0962280220950369   
2020 Tran MN, Scharth M, Gunawan D, Kohn R, Brown SD, Hawkins GE. Robustly estimating the marginal likelihood for cognitive models via importance sampling. Behavior Research Methods. PMID 33001382 DOI: 10.3758/s13428-020-01348-w   
2020 Berrocal VJ, Guan Y, Muyskens A, Wang H, Reich BJ, Mulholland JA, Chang HH. A comparison of statistical and machine learning methods for creating national daily maps of ambient PM concentration. Atmospheric Environment (Oxford, England : 1994). 222. PMID 32863727 DOI: 10.1016/j.atmosenv.2019.117130   
2020 Burk KM, Narayan A, Orr JA. Efficient sampling for polynomial chaos-based uncertainty quantification and sensitivity analysis using weighted approximate Fekete points. International Journal For Numerical Methods in Biomedical Engineering. ecnm03395. PMID 32794272 DOI: 10.1002/cnm.3395   
2020 Jiang T, Li Y, Motsinger-Reif AA. Knockoff Boosted Tree for Model-Free Variable Selection. Bioinformatics (Oxford, England). PMID 32966559 DOI: 10.1093/bioinformatics/btaa770   
2020 Fu H, Chen X, Wang W, Wu M. Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33079683 DOI: 10.1109/TNNLS.2020.3028569   
2020 de Azevedo GB, Tomiazzi HV, Azevedo GTOS, Teodoro LPR, Teodoro PE, de Souza MTP, Batista TS, de Jesus Eufrade-Junior H, Guerra SPS. Multi-volume modeling of Eucalyptus trees using regression and artificial neural networks. Plos One. 15: e0238703. PMID 32915871 DOI: 10.1371/journal.pone.0238703   
2020 Mena RH, Velasco-Hernandez JX, Mantilla-Beniers NB, Carranco-Sapiéns GA, Benet L, Boyer D, Castillo IP. Using posterior predictive distributions to analyse epidemic models: COVID-19 in Mexico City. Physical Biology. 17: 065001. PMID 32959788 DOI: 10.1088/1478-3975/abb115   
2020 Mikelson J, Khammash M. Likelihood-free nested sampling for parameter inference of biochemical reaction networks. Plos Computational Biology. 16: e1008264. PMID 33035218 DOI: 10.1371/journal.pcbi.1008264   
2020 Zhang J, Lu J, Du H, Zhang Z. Gibbs-Slice Sampling Algorithm for Estimating the Four-Parameter Logistic Model. Frontiers in Psychology. 11: 2121. PMID 33041882 DOI: 10.3389/fpsyg.2020.02121   
2020 Taghizadeh L, Karimi A, Heitzinger C. Uncertainty quantification in epidemiological models for the COVID-19 pandemic. Computers in Biology and Medicine. 125: 104011. PMID 33091766 DOI: 10.1016/j.compbiomed.2020.104011   
2020 Ma H, Fujioka H, Halpern D, Gaver DP. Surfactant-Mediated Airway and Acinar Interactions in a Multi-Scale Model of a Healthy Lung. Frontiers in Physiology. 11: 941. PMID 32922307 DOI: 10.3389/fphys.2020.00941   
2020 Wang H, Lu W, Li J. Groundwater contaminant source characterization with simulation model parameter estimation utilizing a heuristic search strategy based on the stochastic-simulation statistic method. Journal of Contaminant Hydrology. 234: 103681. PMID 32739635 DOI: 10.1016/j.jconhyd.2020.103681   
2020 Gory JJ, Craigmile PF, MacEachern SN. A class of generalized linear mixed models adjusted for marginal interpretability. Statistics in Medicine. PMID 33094523 DOI: 10.1002/sim.8782   
2020 de Pablos JL, Menga E, Romero I. A Methodology for the Statistical Calibration of Complex Constitutive Material Models: Application to Temperature-Dependent Elasto-Visco-Plastic Materials. Materials (Basel, Switzerland). 13. PMID 33023178 DOI: 10.3390/ma13194402   
2020 Huo X, Leng J, Hou Q, Zheng L, Zhao L. Assessing the explanatory and predictive performance of a random parameters count model with heterogeneity in means and variances. Accident; Analysis and Prevention. 147: 105759. PMID 32971380 DOI: 10.1016/j.aap.2020.105759   
2020 Baele G, Gill MS, Lemey P, Suchard MA. Hamiltonian Monte Carlo sampling to estimate past population dynamics using the skygrid coalescent model in a Bayesian phylogenetics framework. Wellcome Open Research. 5: 53. PMID 32923688 DOI: 10.12688/wellcomeopenres.15770.1   
2020 Jang Y, Cohen AS. The Impact of Markov Chain Convergence on Estimation of Mixture IRT Model Parameters. Educational and Psychological Measurement. 80: 975-994. PMID 32855567 DOI: 10.1177/0013164419898228   
2020 Westneat DF, Araya-Ajoy YG, Allegue H, Class B, Dingemanse N, Dochtermann N, Garamszegi LZ, Martin JGA, Nakagawa S, Réale D, Schielzeth H. Collision between biological process and statistical analysis revealed by mean-centering. The Journal of Animal Ecology. PMID 32997800 DOI: 10.1111/1365-2656.13360   
2020 Navarro-Alarcon D, Qi J, Zhu J, Cherubini A. A Lyapunov-Stable Adaptive Method to Approximate Sensorimotor Models for Sensor-Based Control. Frontiers in Neurorobotics. 14: 59. PMID 33041777 DOI: 10.3389/fnbot.2020.00059   
2020 Zhang Z, Zhang J, Tao J, Shi N. A General Three-Parameter Logistic Model With Time Effect. Frontiers in Psychology. 11: 1791. PMID 32849057 DOI: 10.3389/fpsyg.2020.01791   
2020 Lin N, Chi R, Huang B, Hou Z. Event-Triggered Nonlinear Iterative Learning Control. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048755 DOI: 10.1109/TNNLS.2020.3027000   
2020 Begosh-Mayne D, Kumar SS, Toffel S, Okunieff P, O'Dell W. The dose-response characteristics of four NTCP models: using a novel CT-based radiomic method to quantify radiation-induced lung density changes. Scientific Reports. 10: 10559. PMID 32601297 DOI: 10.1038/s41598-020-67499-0   
2020 Chen J, Hua C, Guan X. Iterative Learning Model-Free Control for Networked Systems With Dual-Direction Data Dropouts and Actuator Faults. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048767 DOI: 10.1109/TNNLS.2020.3027651   
2020 Taebi A, Vu CT, Roncali E. Estimation of Yttrium-90 Distribution in Liver Radioembolization using Computational Fluid Dynamics and Deep Neural Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4974-4977. PMID 33019103 DOI: 10.1109/EMBC44109.2020.9176328   
2020 Le Guellec S, Allimonnier L, Heuzé-Vourc'h N, Cabrera M, Ossant F, Pourchez J, Vecellio L, Plantier L. Low-Frequency Intrapulmonary Percussive Ventilation Increases Aerosol Penetration in a 2-Compartment Physical Model of Fibrotic Lung Disease. Frontiers in Bioengineering and Biotechnology. 8: 1022. PMID 32984287 DOI: 10.3389/fbioe.2020.01022   
2020 Wang Q, Guo A. An efficient variance estimator of AUC and its applications to binary classification. Statistics in Medicine. PMID 32914457 DOI: 10.1002/sim.8725   
2020 Montesinos-López OA, Montesinos-López JC, Singh P, Lozano-Ramirez N, Barrón-López A, Montesinos-López A, Crossa J. A Multivariate Poisson Deep Learning Model for Genomic Prediction of Count Data. G3 (Bethesda, Md.). PMID 32934019 DOI: 10.1534/g3.120.401631   
2020 Webb JB, Bray A, Clipp RB. Parameterization of Respiratory Physiology and Pathophysiology for Real-Time Simulation. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2274-2278. PMID 33018461 DOI: 10.1109/EMBC44109.2020.9176364   
2020 Goudie RJB, Turner RM, De Angelis D, Thomas A. MultiBUGS: A Parallel Implementation of the BUGS Modelling Framework for Faster Bayesian Inference. Journal of Statistical Software. 95. PMID 33071678 DOI: 10.18637/jss.v095.i07   
2020 Kappenberg F, Brecklinghaus T, Albrecht W, Blum J, van der Wurp C, Leist M, Hengstler JG, Rahnenführer J. Handling deviating control values in concentration-response curves. Archives of Toxicology. PMID 32965549 DOI: 10.1007/s00204-020-02913-0   
2020 Mehdipour Ghazi M, Nielsen M, Pai A, Modat M, Jorge Cardoso M, Ourselin S, Sørensen L, . Robust parametric modeling of Alzheimer's disease progression. Neuroimage. 117460. PMID 33075562 DOI: 10.1016/j.neuroimage.2020.117460   
2020 Chen J. A Partially Confirmatory Approach to the Multidimensional Item Response Theory with the Bayesian Lasso. Psychometrika. PMID 32979182 DOI: 10.1007/s11336-020-09724-3   
2020 Chen Q, Nicholson G, Ye J, Zhao Y, Roberts C. Estimating Residual Life Distributions of Complex Operational Systems Using a Remaining Maintenance Free Operating Period (RMFOP)-Based Methodology. Sensors (Basel, Switzerland). 20. PMID 32992886 DOI: 10.3390/s20195504   
2020 Song C, Peacor SD, Osenberg CW, Bence JR. An assessment of statistical methods for non-independent data in ecological meta-analyses. Ecology. e03184. PMID 32893349 DOI: 10.1002/ecy.3184   
2020 Hong C, Wang Y, Cai T. A divide-and-conquer method for sparse risk prediction and evaluation. Biostatistics (Oxford, England). PMID 32909599 DOI: 10.1093/biostatistics/kxaa031   
2020 Zhang H, Yuan A, Tan MT. Targeted design for adaptive clinical trials via semiparametric model. The International Journal of Biostatistics. PMID 33027048 DOI: 10.1515/ijb-2018-0100   
2020 Wang X, Chinchilli VM. Analysis of crossover designs with nonignorable dropout. Statistics in Medicine. PMID 33012039 DOI: 10.1002/sim.8762   
2020 Zhu X, Cai K, Wang B, Rehman KU. A dynamic soft senor modeling method based on MW-ELWPLS in marine alkaline protease fermentation process. Preparative Biochemistry & Biotechnology. 1-10. PMID 33017258 DOI: 10.1080/10826068.2020.1827428   
2020 Fang G, Ying Z. Latent Theme Dictionary Model for Finding Co-occurrent Patterns in Process Data. Psychometrika. PMID 32929664 DOI: 10.1007/s11336-020-09725-2   
2020 Feng Q, Song Q, Zhang L, Zheng S, Pan J. Integration of Moderation and Mediation in a Latent Variable Framework: A Comparison of Estimation Approaches for the Second-Stage Moderated Mediation Model. Frontiers in Psychology. 11: 2167. PMID 33013556 DOI: 10.3389/fpsyg.2020.02167   
2020 Ma L, Liu X, Kong X, Lee KY. Iterative Learning Model Predictive Control Based on Iterative Data-Driven Modeling. Ieee Transactions On Neural Networks and Learning Systems. PMID 32857701 DOI: 10.1109/TNNLS.2020.3016295