Search Results - GAUSSIAN processes

1

Academic Journal

Developing Bayesian EWMA chart for change detection in the shape parameter of Inverse Gaussian process.

Authors: Javed, Amara¹ (AUTHOR) statistician.csas@gmail.com, Abbas, Tahir^1,2 (AUTHOR), Abbas, Nasir³ (AUTHOR)

Superior Title: PLoS ONE. 5/6/2024, Vol. 19 Issue 5, p1-27. 27p.

Subject Terms: *QUALITY control charts, *GAUSSIAN processes, *INVERSE Gaussian distribution, *INDUSTRIAL production index, *MANUFACTURING processes, *STANDARD deviations

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2

Academic Journal

Bayesian inference for identifying tumour-specific cancer dependencies through integration of ex-vivo drug response assays and drug-protein profiling.

Authors: Xing, Hanwen¹ (AUTHOR), Yau, Christopher^1,2 (AUTHOR) christopher.yau@wrh.ox.ac.uk

Superior Title: BMC Bioinformatics. 3/8/2024, Vol. 25 Issue 1, p1-16. 16p.

Subject Terms: *BAYESIAN field theory, *GAUSSIAN processes, *MISSING data (Statistics), *MOLECULAR structure, *REGULARIZATION parameter, *MULTIPLE imputation (Statistics), *REGRESSION analysis, *ANTINEOPLASTIC agents

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3

Academic Journal

Recent Advances in Bayesian Optimization.

Authors: XILU WANG¹ xilu.wang@uni-bielefeld.de, YAOCHU JIN¹ yaochu.jin@uni-bielefeld.de, SCHMITT, SEBASTIAN² sebastian.schmitt@honda-ri.de, OLHOFER, MARKUS² markus.olhofer@honda-ri.de

Superior Title: ACM Computing Surveys. 2023 Suppl13s, Vol. 55, p1-36. 36p.

Subject Terms: *MATHEMATICAL optimization, OPTIMIZATION algorithms, GAUSSIAN processes, OPEN-ended questions

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4

Academic Journal

Search for the f(R, T) gravity functional form via gaussian processes.

Authors: Fortunato, J. A. S.¹ (AUTHOR) jeferson.fortunato@edu.ufes.br, Moraes, P. H. R. S.² (AUTHOR), de Lima Júnior, J. G.³ (AUTHOR), Brito, E.⁴ (AUTHOR)

Superior Title: European Physical Journal C -- Particles & Fields. Feb2024, Vol. 84 Issue 2, p1-10. 10p.

Subject Terms: *GAUSSIAN processes, *ROTATION of galaxies, *EINSTEIN field equations, *GRAVITY, *DEGREES of freedom, *AUTHORSHIP in literature, *FRIEDMANN equations

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5

Academic Journal

Gaussian process emulation to improve efficiency of computationally intensive multidisease models: a practical tutorial with adaptable R code.

Authors: Sawe, Sharon Jepkorir¹ (AUTHOR), Mugo, Richard² (AUTHOR), Wilson-Barthes, Marta³ (AUTHOR), Osetinsky, Brianna⁴ (AUTHOR), Chrysanthopoulou, Stavroula A.⁵ (AUTHOR), Yego, Faith⁶ (AUTHOR), Mwangi, Ann^2,7 (AUTHOR), Galárraga, Omar^2,8 (AUTHOR) omar_galarraga@brown.edu

Superior Title: BMC Medical Research Methodology. 1/27/2024, Vol. 24 Issue 1, p1-13. 13p.

Subject Terms: *GAUSSIAN processes, *HIV-positive women, *RANDOM access memory, *NATIONAL health insurance, *POSTPARTUM depression, *NON-communicable diseases

Geographic Terms: SUB-Saharan Africa, KENYA

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6

Academic Journal

Nonlinear compact thermal modeling of self-adaptability for GaN high-electron-mobility-transistors using Gaussian process predictor and ensemble Kalman filter.

Authors: Hua, Yuchao¹ (AUTHOR) yuchao.hua@univ-nantes.fr, Luo, Lingai¹ (AUTHOR), Le Corre, Steven¹ (AUTHOR), Fan, Yilin¹ (AUTHOR)

Superior Title: Journal of Applied Physics. 1/7/2024, Vol. 135 Issue 1, p1-12. 12p.

Subject Terms: *KALMAN filtering, *GAUSSIAN processes, *GALLIUM nitride, *MODULATION-doped field-effect transistors, *FINITE element method

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7

Academic Journal

Comparison of new computational methods for spatial modelling of malaria.

Authors: Wong, Spencer¹ (AUTHOR), Flegg, Jennifer A.¹ (AUTHOR) jennifer.flegg@unimelb.edu.au, Golding, Nick^2,3 (AUTHOR), Kandanaarachchi, Sevvandi⁴ (AUTHOR)

Superior Title: Malaria Journal. 11/21/2023, Vol. 22 Issue 1, p1-30. 30p.

Subject Terms: *MALARIA, *GAUSSIAN processes, *BINOMIAL distribution, *RANDOM forest algorithms, *JOB applications

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8

Academic Journal

Discrimination between Gaussian process models: active learning and static constructions.

Authors: Yousefi, Elham¹ (AUTHOR), Pronzato, Luc² (AUTHOR), Hainy, Markus¹ (AUTHOR) markus.hainy@jku.at, Müller, Werner G.¹ (AUTHOR), Wynn, Henry P.³ (AUTHOR)

Superior Title: Statistical Papers. Aug2023, Vol. 64 Issue 4, p1275-1304. 30p.

Subject Terms: GAUSSIAN processes, ACTIVE learning, MACHINE learning, KRIGING, RANDOM fields

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9

Academic Journal

Joint models for cause-of-death mortality in multiple populations.

Authors: Huynh, Nhan¹ (AUTHOR), Ludkovski, Mike¹ (AUTHOR) ludkovski@pstat.ucsb.edu

Superior Title: Annals of Actuarial Science. Mar2024, Vol. 18 Issue 1, p51-77. 27p.

Subject Terms: GAUSSIAN processes, LIFE tables, MORTALITY, CAUSES of death, CANCER case studies

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10

Academic Journal

Bayesian Spatial Blind Source Separation via the Thresholded Gaussian Process.

Authors: Wu, Ben¹ (AUTHOR), Guo, Ying² (AUTHOR), Kang, Jian³ (AUTHOR) jiankang@umich.edu

Superior Title: Journal of the American Statistical Association. Mar2024, Vol. 119 Issue 545, p422-433. 12p.

Subject Terms: BLIND source separation, GAUSSIAN processes, LARGE-scale brain networks, BRAIN imaging, BRAIN

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11

Academic Journal

Bias-Correction and Test for Mark-Point Dependence with Replicated Marked Point Processes.

Authors: Xu, Ganggang¹ (AUTHOR), Zhang, Jingfei¹ (AUTHOR), Li, Yehua² (AUTHOR), Guan, Yongtao¹ (AUTHOR) yguan@bus.miami.edu

Superior Title: Journal of the American Statistical Association. Mar2024, Vol. 119 Issue 545, p217-231. 15p.

Subject Terms: *GAUSSIAN distribution, POINT processes, GAUSSIAN processes, ASYMPTOTIC distribution, LATENT variables, BIAS correction (Topology)

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12

Academic Journal

Expressive mortality models through Gaussian process kernels.

Authors: Risk, Jimmy¹ (AUTHOR) jrisk@cpp.edu, Ludkovski, Mike² (AUTHOR)

Superior Title: Astin Bulletin. May2024, Vol. 54 Issue 2, p327-359. 33p.

Subject Terms: *DATABASES, GAUSSIAN processes, GENETIC algorithms, MORTALITY, SURFACE roughness

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13

Academic Journal

Posterior Manifolds over Prior Parameter Regions: Beyond Pointwise Sensitivity Assessments for Posterior Statistics from MCMC Inference.

Authors: Jacobi, Liana¹ (AUTHOR) ljacobi@unimelb.edu.au, Kwok, Chun Fung¹ (AUTHOR) kwokcf@unimelb.edu.au, Ramírez-Hassan, Andrés² (AUTHOR) aramir21@eafit.edu.co, Nghiem, Nhung³ (AUTHOR) nhung.nghiem@otago.ac.nz

Superior Title: Studies in Nonlinear Dynamics & Econometrics. Apr2024, Vol. 28 Issue 2, p403-434. 32p.

Subject Terms: *MARKOV chain Monte Carlo, *STATISTICS, GAUSSIAN processes, BAYESIAN field theory, ACTIVE learning, POPULARITY

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14

Academic Journal

Acceleration invariance principle for Hougaard processes in degradation analysis.

Authors: Peng, Chien‐Yu¹ (AUTHOR) chienyu@stat.sinica.edu.tw, Dong, Yi‐Shian² (AUTHOR), Fan, Tsai‐Hung² (AUTHOR)

Superior Title: Naval Research Logistics. Mar2024, Vol. 71 Issue 2, p318-330. 13p.

Subject Terms: *ARTIFICIAL intelligence, STOCHASTIC orders, GAUSSIAN processes, ACCELERATED life testing, STRESS concentration

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15

Academic Journal

Attributes: Selective Learning and Influence.

Authors: Bardhi, Arjada¹ (AUTHOR) arjada.bardhi@nyu.edu

Superior Title: Econometrica. Mar2024, Vol. 92 Issue 2, p311-353. 43p.

Subject Terms: GAUSSIAN processes, DISTANCE education, STATICS

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16

Academic Journal

A Global-Local Approximation Framework for Large-Scale Gaussian Process Modeling.

Authors: Vakayil, Akhil¹ (AUTHOR), Joseph, V. Roshan¹ (AUTHOR) roshan@gatech.edu

Superior Title: Technometrics. May2024, Vol. 66 Issue 2, p295-305. 11p.

Subject Terms: *STATISTICAL correlation, GAUSSIAN processes, POINT set theory

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17

Academic Journal

A Graphical Multi-Fidelity Gaussian Process Model, with Application to Emulation of Heavy-Ion Collisions.

Authors: Ji, Yi¹ (AUTHOR), Mak, Simon¹ (AUTHOR) sm769@duke.edu, Soeder, Derek² (AUTHOR), Paquet, J-F^2,3 (AUTHOR), Bass, Steffen A.² (AUTHOR)

Superior Title: Technometrics. May2024, Vol. 66 Issue 2, p267-281. 15p.

Subject Terms: GAUSSIAN processes, DIRECTED acyclic graphs, GALAXY formation, SCIENTIFIC computing, EMULATION software, MULTISENSOR data fusion

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18

Academic Journal

An informative prior distribution on functions with application to functional regression.

Authors: Abraham, Christophe¹ (AUTHOR) christophe.abraham@supagro.fr

Superior Title: Statistica Neerlandica. May2024, Vol. 78 Issue 2, p357-373. 17p.

Subject Terms: *GAUSSIAN distribution, *BAYES' estimation, GAUSSIAN processes, SMOOTHNESS of functions

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19

Academic Journal

Model selection of Gaussian mixture process and its application.

Authors: Fu, Xinyu¹ (AUTHOR) ndlwfxy@gmail.com

Superior Title: Communications in Statistics: Theory & Methods. 2024, Vol. 53 Issue 5, p1576-1589. 14p.

Subject Terms: *MONTE Carlo method, GAUSSIAN mixture models, GAUSSIAN processes, PRINCIPAL components analysis, EXPECTATION-maximization algorithms

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20

Academic Journal

Bayesian design with sampling windows for complex spatial processes.

Authors: Buchhorn, Katie^1,2 (AUTHOR) k.buchhorn@qut.edu.au, Mengersen, Kerrie^1,2 (AUTHOR), Santos-Fernandez, Edgar^1,2 (AUTHOR), Peterson, Erin E^1,3 (AUTHOR), McGree, James M^1,2,4 (AUTHOR)

Superior Title: Journal of the Royal Statistical Society: Series C (Applied Statistics). Mar2024, Vol. 73 Issue 2, p378-397. 20p.

Subject Terms: GAUSSIAN processes, WATERSHEDS, CORAL reefs & islands, WATER temperature, CORALS, ACQUISITION of data

Geographic Terms: AUSTRALIA

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