Výsledky vyhledávání - "Model selection"

LASSO-type instrumental variable selection methods with an application to Mendelian randomization

Autoři: Qasim, Muhammad Månsson, Kristofer Balakrishnan, Narayanaswamy

Zdroj: Statistical Methods in Medical Research. 34(2):201-223

Témata: Causal inference, instrumental variable, model selection, LASSO, jackknife, heteroscedasticity

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-66492
https://doi.org/10.1177/09622802241281035

PlantLncBoost: key features for plant lncRNA identification and significant improvement in accuracy and generalization

Autoři: Tian, Xue-Chan Nie, Shuai Domingues, Douglas a další

Zdroj: New Phytologist. 247(3):1538-1549

Témata: feature selection, Fourier transform, gradient boosting algorithms, long noncoding RNAs (lncRNAs), model selection, ORF coverage

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-240920
https://doi.org/10.1111/nph.70211

Reinforced model selection for resource efficient anomaly detection in edge clouds

Autoři: Forough, Javad Bhuyan, Monowar Elmroth, Erik

Zdroj: Future Generation Computer Systems. 176

Témata: Anomaly detection, Edge clouds, Model selection, Resource optimization

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-245566
https://doi.org/10.1016/j.future.2025.108161

Smoothing of bivariate test score distributions: model selection targeting test score equating

Autoři: Wallin, Gabriel Wiberg, Marie

Zdroj: Journal of educational and behavioral statistics.

Témata: item response theory, log-linear models, model-selection, smoothing, test score equating

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-240948
https://doi.org/10.3102/10769986241300523

Analytical advances alleviate model misspecification in non-Brownian multivariate comparative methods

Autoři: Bartoszek, Krzysztof Fuentes-Gonzalez, Jesualdo Mitov, Venelin a další

Zdroj: Evolution. 78(3):389-400

Témata: model selection, multivariate phylogenetic comparative methods, mvSLOUCH, phylogenetic principal component analysis, rotation invariance

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-201350
https://doi.org/10.1093/evolut/qpad185

ISCAS 2025, IEEE International Symposium on Circuits and Systems

Autoři: Rietdijk, Harald

Témata: Data Characteristics, Data Kenmerken, Digital Transformation, Digitale Transformatie, Entrepreneurship, Gesimuleerde Data, Gezondheid, Health, Ict &Amp; Media, Ict And Media, Machine Learning, Model Keuze, Model Selection, Ondernemerschap, Science, Sdg 03 - Good Health And Well-Being, Sdg 03 – Goede Gezondheid En Welzijn, Simulated Data, Techniek, Technology, Wetenschap

Přístupová URL adresa: https://research.hanze.nl/nl/activities/ef87888d-e727-41a0-96cf-dc33f264a76c
https://research.hanze.nl/ws/files/74155842/iscas25-simulated_data-presentation.pptx
https://2025.ieee-iscas.org/

Dostupnost: http://www.hbo-kennisbank.nl/en/page/hborecord.view/?uploadId=hanze_pure_rest:ef87888d-e727-41a0-96cf-dc33f264a76c

Improving Modularity Regularization Techniques for Estimating Structures in Complex Network

Autoři: Samaa F. Ibraheem Basad Al-Sarray

Zdroj: Ibn Al-Haitham Journal for Pure and Applied Sciences, Vol 38, Iss 3 (2025)

Témata: Science, Community detection, likelihood function, model selection, Bayesian Information Criterion, Stochastic Block Models

Přístupová URL adresa: https://doaj.org/article/1fabb7345b114501b8c7aecb730c417d

'Should I choose a smaller model?': Understanding ML Model Selection and Its Impact on Sustainability

Autoři: Eya Ben chaaben Janin Koch Wendy E. Mackay a další

Přispěvatelé: Eya Ben chaaben Janin Koch Wendy E. Mackay a další

Zdroj: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. :1-13

Témata: Machine Learning Practice, Sustainable HCI, [INFO] Computer Science [cs], Model Selection

Popis souboru: application/pdf

Supervised Ensemble-based Causal DAG Selection

Autoři: Corrado Mio Jianyi Lin Ernesto Damiani a další

Zdroj: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing. :622-629

Témata: Multi-label classifcation, causal discovery, D-separation based distance, ensemble approach, model selection, multi-label classification, structural hamming distance, structural intervention distance, Causal Discovery, Structural Hamming Distance, Model selection, D-separation based Distance, Ensemble approach, Structural Intervention Distance

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/10281/552841
https://dl.acm.org/doi/abs/10.1145/3672608.3707709
https://doi.org/10.1145/3672608.3707709

Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models

Autoři: Borpatra Gohain, Prakash Jansson, Magnus, Professor

Zdroj: IEEE Transactions on Signal Processing. 71:2251-2266

Témata: High-dimension, linear regression, data scaling, statistical model selection, subset selection, sparse estimation, scale-invariant, variable selection

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-333537
https://kth.diva-portal.org/smash/get/diva2:1785542/FULLTEXT01.pdf

Is the US Phillips curve stable? Evidence from Bayesian vector autoregressions

Autoři: Karlsson, Sune, Professor Österholm, Pär

Zdroj: Scandinavian Journal of Economics. 125(1):287-314

Témata: Inflation, model selection, stochastic volatility, time-varying parameters, unemployment

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-104327
https://doi.org/10.1111/sjoe.12508

Rotation to sparse loadings using Lp losses and related inference problems

Autoři: Liu, Xinyi Wallin, Gabriel Chen, Yunxiao a další

Zdroj: Psychometrika. 88:527-553

Témata: component loss function, analytic rotation, regularised estimation, model selection, confidence interval

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-206263
https://doi.org/10.1007/s11336-023-09911-y

The costs and benefits of uniformly valid causal inference with high-dimensional nuisance parameters

Autoři: Moosavi, Niloofar Häggström, Jenny de Luna, Xavier, Professor

Zdroj: Statistical Science. 38(1):1-12

Témata: Double robustness, Machine learning, Post-model selection inference, Regularization, Superefficiency

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-199231
https://doi.org/10.1214/21-STS843

Applications of discrete factor analysis

Autoři: Larsson, Rolf Rydén, Jesper

Zdroj: Communications in statistics. Simulation and computation. 52(10):4592-4602

Témata: Poisson distribution, Negative binomial distribution, Model selection

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-517950
https://doi.org/10.1080/03610918.2021.1964528

Optimizing SVM Performance through Combinatorial Hyperparameter Tuning and Model Selection

Autoři: Hassan Tariq Mehwish Majeed Mueed Ahmad

Zdroj: International Journal Bioautomation, Vol 29, Iss 2, Pp 117-144 (2025)

Témata: model selection, machine learning, QH301-705.5, cross validation, support vector machine, combinatorial optimization, Biology (General), hyper parameter tuning

Přístupová URL adresa: https://doaj.org/article/acfd009fbfd94c00895cc7f251e012d4

Understanding size selectivity of trawls using structural models: Methodology and a case study on fish sorting grids

Autoři: Nadine Jacques Bent Herrmann Jesse Brinkhof a další

Zdroj: Aquaculture and Fisheries, Vol 10, Iss 3, Pp 499-513 (2025)
Aquaculture and Fisheries

Témata: Size selectivity, Bootstrap model selection, Bottom trawl, Structural models, Sorting grids, Aquaculture. Fisheries. Angling, SH1-691, Fish behaviour

Popis souboru: application/pdf

Přístupová URL adresa: https://doaj.org/article/c6633e5f0bb74b70b4fef7dafd96e495
https://hdl.handle.net/11250/3152590
https://hdl.handle.net/10037/35161

Age-gender-country-specific death rates modelling and forecasting: a linear mixed-effects model

Autoři: Dastranj Reza Kolář Martin

Zdroj: Scandinavian Actuarial Journal

Témata: FOS: Computer and information sciences, Life insurance, mortality forecasting, restricted maximum likelihood, model selection, random walks with drift, Applications (stat.AP), Statistics - Applications, 3. Good health

Přístupová URL adresa: http://arxiv.org/abs/2311.18668

What and why is the 'evolutionary scale' in Swiss Animal Welfare Law? Putting the Platypus in its Place

Autoři: Kirsten Persson Christian Rodriguez Perez Sebastian Hartstang a další

Zdroj: Journal of Animal Law, Ethics and One Health (2025)

Témata: evolutionary scale, animal model selection, partial replacement, Animal sentience, 3R, Law, SF1-1100, Animal culture

Přístupová URL adresa: https://doaj.org/article/0c75f9e637044734bb798ba67d96e370

Building Predictive Smell Models for Virtual Reality Environments

Autoři: Nguyen Viet Hung Nguyen Anh Quan Nguyen Tan a další

Zdroj: Информатика и автоматизация, Vol 24, Iss 2, Pp 556-582 (2025)

Témata: odor prediction, model selection, odor, user experience, Electronic computers. Computer science, virtual reality, QA75.5-76.95, imagination

Přístupová URL adresa: https://doaj.org/article/6657e938cb7e49d5aac97f97acee9920

Estimating the Consumer Price Index using the lognormal diffusion process with exogenous factors: The Colombian case

Autoři: Barrera, Antonio De la Peña Cuao, Arnold Serrano Pérez, Juan José a další

Zdroj: Digibug. Repositorio Institucional de la Universidad de Granada
Universidad de Granada (UGR)
AIMS Mathematics, Vol 10, Iss 2, Pp 3334-3380 (2025)

Témata: Exogenous factors, Inference in diffusion processes, bayesian model selection, lognormal diffusion process, exogenous factors, QA1-939, Lognormal diffusion process, Bayesian model selection, Economic forecasts, inference in diffusion processes, economic forecasts, Mathematics

Přístupová URL adresa: https://doaj.org/article/2b43fb8d67a94ac6b25edd2e29feee98
https://hdl.handle.net/10481/102888