A flexible model for record linkage Open Access.

Συγγραφείς: Robach, Kayané^1,2 (AUTHOR), Pas, Stéphanie L van der^1,2 (AUTHOR), Wiel, Mark A van de^1,2 (AUTHOR), Hof, Michel H^1,2 (AUTHOR)

Πηγή: Journal of the Royal Statistical Society: Series C (Applied Statistics). Nov2025, Vol. 74 Issue 4, p1100-1127. 28p.

Θεματικοί όροι: *MATHEMATICAL optimization, *DATA analysis, MEDICAL record linkage, EXPECTATION-maximization algorithms, DATA integration, LATENT variables

Convergence of the EM algorithm in KL distance for overspecified Gaussian mixtures.

Συγγραφείς: Legg, Alan¹ (AUTHOR) leggar01@pfw.edu, Pak, Artur^2,3 (AUTHOR) artur.pak@nu.edu.kz, Melnykov, Igor⁴ (AUTHOR) imelnyko@d.umn.edu, Bolatov, Arman^3,5 (AUTHOR) arman.bolatov@mbzuai.ac.ae, Assylbekov, Zhenisbek^1,3 (AUTHOR) zassylbe@pfw.edu

Πηγή: Statistical Papers. Oct2025, Vol. 66 Issue 6, p1-33. 33p.

Θεματικοί όροι: EXPECTATION-maximization algorithms, GAUSSIAN mixture models, ERROR rates, MATHEMATICAL bounds, ASYMPTOTIC expansions

A mixed BAR(1) model driven by serially dependent innovation with application.

Συγγραφείς: Yue, Jinmei^1,2 (AUTHOR), Sheng, Danshu³ (AUTHOR), Lu, Feilong⁴ (AUTHOR) lufeilong99@ustl.edu.cn

Πηγή: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 10, p4264-4284. 21p.

Θεματικοί όροι: *FORECASTING, EXPECTATION-maximization algorithms, STATISTICAL models

Semiparametric regression models under skew scale mixtures of normal distributions.

Συγγραφείς: Ferreira, Clécio S.¹ (AUTHOR) clecio.ferreira@ufjf.br, Dias, Ronaldo² (AUTHOR)

Πηγή: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 10, p4170-4192. 23p.

Θεματικοί όροι: *ERROR analysis in mathematics, *GAUSSIAN distribution, EXPECTATION-maximization algorithms, STATISTICAL models, NONLINEAR systems, ENVIRONMENTAL databases

A Cornucopia of Maximum Likelihood Algorithms.

Συγγραφείς: Lange, Kenneth¹ (AUTHOR), Li, Xun-Jian² (AUTHOR), Zhou, Hua³ (AUTHOR) huazhou@ucla.edu

Πηγή: American Statistician. Nov2025, Vol. 79 Issue 4, p538-548. 11p.

Θεματικοί όροι: MAXIMUM likelihood statistics, EXPECTATION-maximization algorithms, NEWTON-Raphson method, SCIENTIFIC language, OPTIMIZATION algorithms, CALCULUS

Influence diagnostics in the Heckman selection models based on EM algorithms.

Συγγραφείς: Oliveira, Marcos S.¹ (AUTHOR) mso@ufsj.edu.br, Prates, Marcos O.² (AUTHOR), Galarza, Christian E.³ (AUTHOR), Lachos, Victor H.⁴ (AUTHOR)

Πηγή: Journal of Applied Statistics. Oct2025, Vol. 52 Issue 13, p2384-2412. 29p.

Θεματικοί όροι: *DISTRIBUTION (Probability theory), *SIMULATION methods & models, EXPECTATION-maximization algorithms, SELECTION bias (Statistics), SENSITIVITY analysis

A mixture of mixed regressions model for longitudinal data, with application to clinical laboratory measurements.

Συγγραφείς: Helgeland, Jon¹ (AUTHOR) jon.helgeland@fhi.no, Laake, Petter² (AUTHOR)

Πηγή: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 22, p7158-7174. 17p.

Θεματικοί όροι: *MULTIVARIATE analysis, *PARAMETER estimation, *STATISTICAL sampling, LONGITUDINAL method, EXPECTATION-maximization algorithms, ROUTINE diagnostic tests, ASYMPTOTIC expansions, BIOMARKERS

An Ensemble Clustering Framework Based on Majority Voting: Comparative Analysis with Enhanced Clustering Algorithms.

Συγγραφείς: Gharu, Anand N.¹ (AUTHOR), Gumaste, Shyamrao V.² (AUTHOR)

Πηγή: EPJ Web of Conferences. 11/20/2025, Vol. 341, p1-15. 15p.

Θεματικοί όροι: *K-means clustering, *EXPECTATION-maximization algorithms, *CLUSTER analysis (Statistics), *FUZZY clustering technique, *MAJORITIES, *ROBUST statistics, *CLUSTERING algorithms

A comprehensive framework toward the seamless integration of muon reconstruction algorithms with machine learning.

Συγγραφείς: Sattler, F. A., Alameddine, J. M., Bueno Rodríguez, Á., Stephan, M., Barnes, S.

Πηγή: Journal of Applied Physics; 10/14/2025, Vol. 138 Issue 14, p1-10, 10p

Θεματικοί όροι: COSMIC ray muons, MACHINE learning, IMAGE reconstruction algorithms, EXPECTATION-maximization algorithms, GRAPHICS processing units

Confirmation Bias in Gaussian Mixture Models

Συγγραφείς: Balanov, A., Bendory, T., Huleihel, W.

Πηγή: IEEE Transactions on Information Theory IEEE Trans. Inform. Theory Information Theory, IEEE Transactions on. 71(11):8871-8898 Nov, 2025

Comparisons of Robust Estimators for a Robust Time Scale in a Swarm of Satellites

Συγγραφείς: McPhee, Hamish, Ortega, Lorenzo, Tourneret, Jean-Yves

Πηγή: 2025 33rd European Signal Processing Conference (EUSIPCO) European Signal Processing Conference (EUSIPCO), 2025 33rd. :2132-2136 Sep, 2025

Relation: 2025 33rd European Signal Processing Conference (EUSIPCO)

Unveiling topic dependencies through a multilevel topic model: a hierarchical approach to enhanced interpretability.

Συγγραφείς: Kim, Youngsun¹ (AUTHOR), Chung, Hwan² (AUTHOR), Jeon, Saebom³ (AUTHOR) alwaysns@mokwon.ac.kr

Πηγή: Journal of Applied Statistics. Aug2025, p1-20. 20p. 6 Illustrations.

Θεματικοί όροι: EXPECTATION-maximization algorithms, LATENT variables, TEXT mining

Model-Based Co-Clustering in Customer Targeting Utilizing Large-Scale Online Product Rating Networks.

Συγγραφείς: Chen, Qian¹ (AUTHOR), Agarwal, Amal² (AUTHOR), Fong, Duncan K. H.¹ (AUTHOR), DeSarbo, Wayne S.¹ (AUTHOR), Xue, Lingzhou¹ (AUTHOR) lzxue@psu.edu

Πηγή: Journal of Business & Economic Statistics. Jul2025, Vol. 43 Issue 3, p495-507. 13p.

Θεματικοί όροι: *TARGET marketing, *CONSUMERS, BIPARTITE graphs, EXPECTATION-maximization algorithms, MISSING data (Statistics)

Optimal life-testing plans for joint progressively Type-II censored Birnbaum-Saunders distributions with compound optimal criteria.

Συγγραφείς: Lin, Chien-Tai¹ (AUTHOR) chien@mail.tku.edu.tw, Chen, Zhi-Wei¹ (AUTHOR), Li, Yun-Wei¹ (AUTHOR), Ng, Hon Keung Tony² (AUTHOR)

Πηγή: Quality Technology & Quantitative Management. Jul2025, Vol. 22 Issue 4, p605-630. 26p.

Θεματικοί όροι: *SEARCH algorithms, *MONTE Carlo method, EXPECTATION-maximization algorithms, CENSORING (Statistics), MAXIMUM likelihood statistics

Reliability Inference in GLFP Models Based on EM Algorithm With Related Application.

Συγγραφείς: Tai, Chih‐Ying¹ (AUTHOR), Fan, Tsai‐Hung¹ (AUTHOR) thfanncu@gmail.com

Πηγή: Applied Stochastic Models in Business & Industry. Jul/Aug2025, Vol. 41 Issue 4, p1-21. 21p.

Θεματικοί όροι: *STATISTICAL reliability, *INTEGRATED circuits, EXPECTATION-maximization algorithms, STATISTICAL models, MAXIMUM likelihood statistics, WEIBULL distribution, FAILURE mode & effects analysis

A robust and efficient change point detection method for high-dimensional linear models.

Συγγραφείς: Han, Zhong-Cheng¹ (AUTHOR), Zhang, Kong-Sheng² (AUTHOR) zks155@163.com, Zhao, Yan-Yong¹ (AUTHOR)

Πηγή: Journal of Applied Statistics. Jul2025, Vol. 52 Issue 9, p1671-1694. 24p.

Θεματικοί όροι: *REGRESSION analysis, *CHECKS, *ALGORITHMS, EXPECTATION-maximization algorithms

Non parametric observation-driven hidden Markov model.

Συγγραφείς: Bacave, Hanna¹ (AUTHOR), Cheptou, Pierre-Olivier² (AUTHOR), Limnios, Nikolaos³ (AUTHOR), Peyrard, Nathalie¹ (AUTHOR) nathalie.peyrard@inrae.fr

Πηγή: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 14, p4366-4395. 30p.

Θεματικοί όροι: *PROBABILITY theory, *MARKOV processes, HIDDEN Markov models, EXPECTATION-maximization algorithms, MAXIMUM likelihood statistics, ANNUALS (Plants)

Statistical inference of Poisson censored δ-shock model.

Συγγραφείς: Ma, Ming¹ (AUTHOR) mm9252@qq.com, Peng, Bo¹ (AUTHOR), Maocuo, La¹ (AUTHOR), Ye, Jianhua¹ (AUTHOR), Liu, Hua¹ (AUTHOR)

Πηγή: Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 13, p3895-3912. 18p.

Θεματικοί όροι: EXPECTATION-maximization algorithms, INFERENTIAL statistics, ERROR rates, CENSORSHIP

Comparison of computationally efficient approximate methods for nonlinear and generalized linear mixed effects models.

Συγγραφείς: Gao, Sihaoyu¹ (AUTHOR), Wu, Lang¹ (AUTHOR) lang@stat.ubc.ca

Πηγή: Journal of Statistical Computation & Simulation. Aug2025, Vol. 95 Issue 12, p2700-2723. 24p.

Θεματικοί όροι: *SIMULATION methods & models, STOCHASTIC approximation, EXPECTATION-maximization algorithms, MULTILEVEL models, MAXIMUM likelihood statistics, STATISTICAL software, INFERENTIAL statistics

Fitting Multilevel Factor Models.

Συγγραφείς: Parshakova, Tetiana¹ (AUTHOR) tetianap@stanford.edu, Hastie, Trevor² (AUTHOR) hastie@stanford.edu, Boyd, Stephen³ (AUTHOR) boyd@stanford.edu

Πηγή: SIAM Journal on Matrix Analysis & Applications. 2025, Vol. 46 Issue 3, p1930-1963. 34p.

Θεματικοί όροι: *OPEN source software, MULTILEVEL models, EXPECTATION-maximization algorithms, REPRODUCIBLE research, MATRIX decomposition, LOW-rank matrices, COVARIANCE matrices