Refik Soyer - Related publications

Departments (contd) The George Washington University, Washington, DC, United States 
Management Business Administration, Statistics
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Eldaly AK, Fang M, Di Fulvio A, McLaughlin S, Davies ME, Altmann Y, Wiaux Y. Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography. Journal of Imaging. 7. PMID 34677298 DOI: 10.3390/jimaging7100212   
2021 Ahady Dolatsara H, Chen YJ, Leonard RD, Megahed FM, Jones-Farmer LA. Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice. Big Data. PMID 34612727 DOI: 10.1089/big.2021.0067   
2021 Dutta P, Quax R, Crielaard L, Badiali L, Sloot PMA. Inferring temporal dynamics from cross-sectional data using Langevin dynamics. Royal Society Open Science. 8: 211374. PMID 34804581 DOI: 10.1098/rsos.211374   
2021 Wang X, Chinchilli VM. Analysis of crossover designs for longitudinal binary data with ignorable and nonignorable dropout. Statistical Methods in Medical Research. 9622802211047177. PMID 34779672 DOI: 10.1177/09622802211047177   
2021 Radev ST, Graw F, Chen S, Mutters NT, Eichel VM, Bärnighausen T, Köthe U. OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany. Plos Computational Biology. 17: e1009472. PMID 34695111 DOI: 10.1371/journal.pcbi.1009472   
2021 Brochhausen M, Bost SJ, Singh N, Brochhausen C, Blobel B. Understanding the Gap Between Information Models and Realism-Based Ontologies Using the Generic Component Model. Studies in Health Technology and Informatics. 285: 159-164. PMID 34734868 DOI: 10.3233/SHTI210590   
2021 Wang C, Jiang J, Song X. Bayesian transformation models with partly interval-censored data. Statistics in Medicine. PMID 34845732 DOI: 10.1002/sim.9271   
2021 Luo Y, Stephens DA. Bayesian inference for continuous-time hidden Markov models with an unknown number of states. Statistics and Computing. 31: 57. PMID 34776654 DOI: 10.1007/s11222-021-10032-8   
2021 Bjørdalsbakke NL, Sturdy JT, Hose DR, Hellevik LR. Parameter estimation for closed-loop lumped parameter models of the systemic circulation using synthetic data. Mathematical Biosciences. 108731. PMID 34758345 DOI: 10.1016/j.mbs.2021.108731   
2021 Menda K, Laird L, Kochenderfer MJ, Caceres RS. Explaining COVID-19 outbreaks with reactive SEIRD models. Scientific Reports. 11: 17905. PMID 34504171 DOI: 10.1038/s41598-021-97260-0   
2021 Wang Y, Lin L, Thompson CG, Chu H. A penalization approach to random-effects meta-analysis. Statistics in Medicine. PMID 34796539 DOI: 10.1002/sim.9261   
2021 Kaplan BA, Franck CT, McKee K, Gilroy SP, Koffarnus MN. Applying Mixed-Effects Modeling to Behavioral Economic Demand: An Introduction. Perspectives On Behavior Science. 44: 333-358. PMID 34632281 DOI: 10.1007/s40614-021-00299-7   
2021 Zhou H, Zhang F, Du Z, Liu R. A theory-guided graph networks based PM forecasting method. Environmental Pollution (Barking, Essex : 1987). 118569. PMID 34848289 DOI: 10.1016/j.envpol.2021.118569   
2021 Ismail M, Sale M, Yu Y, Pillai N, Liu S, Pflug B, Bies R. Development of a genetic algorithm and NONMEM workbench for automating and improving population pharmacokinetic/pharmacodynamic model selection. Journal of Pharmacokinetics and Pharmacodynamics. PMID 34604941 DOI: 10.1007/s10928-021-09782-9   
2021 Liu X, Yue R, Zhang Z, Wong WK. -optimal designs for hierarchical linear models: an equivalence theorem and a nature-inspired meta-heuristic algorithm. Soft Computing. 25: 13549-13565. PMID 34720706 DOI: 10.1007/s00500-021-06061-0   
2021 Ding M, Ning J, Li R. Evaluation of competing risks prediction models using polytomous discrimination index. The Canadian Journal of Statistics = Revue Canadienne De Statistique. 49: 731-753. PMID 34707327 DOI: 10.1002/cjs.11583   
2021 Dasgupta S, Moore MR, Dimitrov DT, Hughes JP. Bayesian validation framework for dynamic epidemic models. Epidemics. 37: 100514. PMID 34763161 DOI: 10.1016/j.epidem.2021.100514   
2021 Raykov T, Calvocoressi L. Model Selection and Average Proportion Explained Variance in Exploratory Factor Analysis. Educational and Psychological Measurement. 81: 1203-1220. PMID 34565821 DOI: 10.1177/0013164420963162   
2021 Moraga P, Dean C, Inoue J, Morawiecki P, Noureen SR, Wang F. Bayesian spatial modelling of geostatistical data using INLA and SPDE methods: A case study predicting malaria risk in Mozambique. Spatial and Spatio-Temporal Epidemiology. 39: 100440. PMID 34774255 DOI: 10.1016/j.sste.2021.100440   
2021 Zuo G, Fu K, Dai X, Zhang L. Generalized Poisson Hurdle Model for Count Data and Its Application in Ear Disease. Entropy (Basel, Switzerland). 23. PMID 34573831 DOI: 10.3390/e23091206   
2021 Choi S, Choi T, Cho H, Bandyopadhyay D. Weighted least-squares regression with competing risks data. Statistics in Medicine. PMID 34687055 DOI: 10.1002/sim.9232   
2021 Falk CF, Muthukrishna M. Parsimony in model selection: Tools for assessing fit propensity. Psychological Methods. PMID 34647757 DOI: 10.1037/met0000422   
2021 Fan W, He Y, Han X, Feng Y. A new model to identify node importance in complex networks based on DEMATEL method. Scientific Reports. 11: 22829. PMID 34819598 DOI: 10.1038/s41598-021-02306-y   
2021 Nazarovs J, Chakraborty R, Tasneeyapant S, Ravi SN, Singh V. A Variational Approximation for Analyzing the Dynamics of Panel Data. Uncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference On Uncertainty in Artificial Intelligence. 2021. PMID 34629958   
2021 Ferrettini G, Escriva E, Aligon J, Excoffier JB, Soulé-Dupuy C. Coalitional Strategies for Efficient Individual Prediction Explanation. Information Systems Frontiers : a Journal of Research and Innovation. 1-27. PMID 34054332 DOI: 10.1007/s10796-021-10141-9   
2021 Fan W, Yang L, Bouguila N. Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models with Watson Distributions. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34784270 DOI: 10.1109/TPAMI.2021.3128271   
2021 Higatani A, Saleh W. An Investigation into the Appropriateness of Car-Following Models in Assessing Autonomous Vehicles. Sensors (Basel, Switzerland). 21. PMID 34770438 DOI: 10.3390/s21217131   
2021 Sun X, Rashid M, Hobbs N, Askari MR, Brandt R, Shahidehpour A, Cinar A. Prior Informed Regularization of Recursively Updated Latent-Variables-Based Models with Missing Observations. Control Engineering Practice. 116. PMID 34539101 DOI: 10.1016/j.conengprac.2021.104933   
2021 Wang L. Data Driven Explanation of Temporal and Spatial Variability of Maize Yield in the United States. Frontiers in Plant Science. 12: 701192. PMID 34621282 DOI: 10.3389/fpls.2021.701192   
2021 Dubey P, Chen Y, Gajardo Á, Bhattacharjee S, Carroll C, Zhou Y, Chen H, Müller HG. Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States. Journal of Mathematical Analysis and Applications. 125677. PMID 34642503 DOI: 10.1016/j.jmaa.2021.125677   
2021 Gaiewski MJ, Drewell RA, Dresch JM. Fitting thermodynamic-based models: Incorporating parameter sensitivity improves the performance of an evolutionary algorithm. Mathematical Biosciences. 108716. PMID 34687735 DOI: 10.1016/j.mbs.2021.108716   
2021 Yu Z, Guindani M, Grieco SF, Chen L, Holmes TC, Xu X. Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research. Neuron. PMID 34784504 DOI: 10.1016/j.neuron.2021.10.030   
2021 Adnan N, Zand M, Huang T, Ruan J. Construction and evaluation of robust interpretation models for breast cancer metastasis prediction. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34662279 DOI: 10.1109/TCBB.2021.3120673   
2021 Wasim M, Ali A, Choudhry MA, Saleem F, Shaikh IUH, Iqbal J. Unscented Kalman filter for airship model uncertainties and wind disturbance estimation. Plos One. 16: e0257849. PMID 34739486 DOI: 10.1371/journal.pone.0257849   
2021 Yazdandoost F, Zakipour M, Izadi A. Copula based post-processing for improving the NMME precipitation forecasts. Heliyon. 7: e07877. PMID 34504971 DOI: 10.1016/j.heliyon.2021.e07877   
2021 Luo G, Zhu Y, Zhang R, Cao P, Liu Q, Zhang J, Sun Y, Yuan H, Guo W, Shen Q, Zhang L. A Review on Mechanical Models for Cellular Media: Investigation on Material Characterization and Numerical Simulation. Polymers. 13. PMID 34641100 DOI: 10.3390/polym13193283   
2021 Pekpe KM, Zitouni D, Gasso G, Dhifli W, Guinhouya BC. From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19. Applied Intelligence (Dordrecht, Netherlands). 1-10. PMID 34764595 DOI: 10.1007/s10489-021-02379-2   
2021 Berges JM, van der Straeten K, Jacobs G, Berroth J, Gillner A. Model-Based Estimation of the Strength of Laser-Based Plastic-Metal Joints Using Finite Element Microstructure Models and Regression Models. Materials (Basel, Switzerland). 14. PMID 34501094 DOI: 10.3390/ma14175004   
2021 Kundu P, Chatterjee N. Logistic regression analysis of two-phase studies using generalized method of moments. Biometrics. PMID 34677824 DOI: 10.1111/biom.13584   
2021 Lim W, Pennell ML, Naughton MJ, Paskett ED. Bayesian semiparametric joint modeling of longitudinal explanatory variables of mixed types and a binary outcome. Statistics in Medicine. PMID 34658053 DOI: 10.1002/sim.9221   
2021 Mısırlı G, Yang B, James K, Wipat A. Virtual Parts Repository 2: Model-Driven Design of Genetic Regulatory Circuits. Acs Synthetic Biology. PMID 34762797 DOI: 10.1021/acssynbio.1c00157   
2021 Gao F, Chan KCG. Noniterative adjustment to regression estimators with population-based auxiliary information for semiparametric models. Biometrics. PMID 34693991 DOI: 10.1111/biom.13585   
2021 Schölzel C, Blesius V, Ernst G, Goesmann A, Dominik A. Countering reproducibility issues in mathematical models with software engineering techniques: A case study using a one-dimensional mathematical model of the atrioventricular node. Plos One. 16: e0254749. PMID 34280231 DOI: 10.1371/journal.pone.0254749   
2021 Brandyk A, Szeląg B, Kiczko A, Krukowski M, Kozioł A, Piotrowski J, Majewski G. In Search of a Soil Moisture Content Simulation Model: Mechanistic and Data Mining Approach Based on TDR Method Results. Sensors (Basel, Switzerland). 21. PMID 34696032 DOI: 10.3390/s21206819   
2021 Pang M, Platt RW, Schuster T, Abrahamowicz M. Flexible extension of the accelerated failure time model to account for nonlinear and time-dependent effects of covariates on the hazard. Statistical Methods in Medical Research. 9622802211041759. PMID 34547928 DOI: 10.1177/09622802211041759   
2021 Cockrell C, Ozik J, Collier N, An G. Nested active learning for efficient model contextualization and parameterization: pathway to generating simulated populations using multi-scale computational models. Simulation. 97: 287-296. PMID 34744189 DOI: 10.1177/0037549720975075   
2021 Yue HX, Zhan YL, Bian F, Zhang YF, Gui LT, Shi YJ, Meng YH, Zhang J, Jiang Y. [Data standard and data sharing in clinical cohort studies]. Zhonghua Liu Xing Bing Xue Za Zhi = Zhonghua Liuxingbingxue Zazhi. 42: 1299-1305. PMID 34814547 DOI: 10.3760/cma.j.cn112338-20200610-00831   
2021 Gregr EJ, Haggarty DR, Davies SC, Fields C, Lessard J. Comprehensive marine substrate classification applied to Canada's Pacific shelf. Plos One. 16: e0259156. PMID 34714844 DOI: 10.1371/journal.pone.0259156   
2021 Braichenko S, Holehouse J, Grima R. Distinguishing between models of mammalian gene expression: telegraph-like models versus mechanistic models. Journal of the Royal Society, Interface. 18: 20210510. PMID 34610262 DOI: 10.1098/rsif.2021.0510   
2021 Liu X, Ullah S, Alshehri A, Altanji M. Mathematical assessment of the dynamics of novel coronavirus infection with treatment: A fractional study. Chaos, Solitons, and Fractals. 153: 111534. PMID 34751202 DOI: 10.1016/j.chaos.2021.111534