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Bayesian inference for continuous-time hidden Markov models with an unknown number of states

• Authors : Luo, Y; Stephens, DA

Subjects: Science & Technology; Technology; Physical Sciences

• Source: 15 ; 1

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Model Selection for Contextual Bandits and Reinforcement Learning

• Authors : Pacchiano Camacho, Aldo

Subjects: Computer science; Artificial intelligence; adaptivity

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OA foundations – experimental models of osteoarthritis

• Authors : Christopher B. Little; Sanaa Zaki; C. Blaker

Subjects: Biomedical Research; Process (engineering); Computer science

• Source: Osteoarthritis and Cartilage. 30:357-380

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Moving beyond generalization to accurate interpretation of flexible models

• Authors : Mikhail Genkin; Tatiana A. Engel

Subjects: 0301 basic medicine; Computer Networks and Communications; Generalization

• Source: Nat Mach Intell

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Robust Variable Selection with Optimality Guarantees for High-Dimensional Logistic Regression

• Authors : Ana Kenney; Luca Insolia; Martina Calovi

Subjects: mixed-integer conic programming; model selection; business.industry

• Source: Stats, Vol 4, Iss 40, Pp 665-681 (2021)StatsVolume 4Issue 3Pages 40-681

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Description Length Guided Unified Granger Causality Analysis

• Authors : Fei Li; Xuewei Wang; Qiang Lin

Subjects: 0301 basic medicine; model selection; Theoretical computer science

• Source: IEEE Access, Vol 9, Pp 13704-13716 (2021)

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Simultaneous Model and Parameter Estimation for Joint Communication and Positioning

• Authors : Peter Adam Hoeher; Rebecca Adam

Subjects: information theoretic criteria; model selection; General Computer Science

• Source: IEEE Access, Vol 9, Pp 2934-2949 (2021)Adam, R & Höher, P 2021, ' Simultaneous Model and Parameter Estimation for Joint Communication and Positioning ', IEEE

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SuperMICE: An Ensemble Machine Learning Approach to Multiple Imputation by Chained Equations

• Authors : Aaron B. Shev; Hannah S. Laqueur; Rose M. C. Kagawa

Subjects: Epidemiology; business.industry; Computer science

• Source: American Journal of Epidemiology. 191:516-525

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A model selection approach to structural equation modelling: A critical evaluation and a road map for ecologists

• Authors : Mario Garrido; Hadas Hawlena; Rami Yaari

Subjects: Computer science; Ecological Modeling; Model selection

• Source: Methods in Ecology and Evolution. 13:42-53

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Alternative Definitions of Complexity for Practical Applications of Model Selection Criteria

• Authors : Teddy Craciunescu; Murari Andrea; Riccardo Rossi

Subjects: Flexibility (engineering); Multidisciplinary; Article Subject

• Source: Complexity (N.Y.N.Y.) 2021 (2021): 8887171-1–8887171-8. doi:10.1155/2021/8887171info:cnr-pdr/source/autori:Murari Andrea; Rossi Riccardo; Craciunescu Teddy/titolo:Alternative Definitions of

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