The Out-of-Source Error in Multi-Source Cross Validation-Type Procedures

DOI10.1007/978-3-319-69416-0_2zbMath1402.62173arXiv1612.07670OpenAlexW2563277584MaRDI QIDQ4556962

Marianthi Markatou, Giorgos Afendras

Publication date: 28 November 2018

Published in: New Advances in Statistics and Data Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1612.07670

zbMATH Keywords

multi-source cross validation-type proceduresout-of-source error

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Paired and multiple comparisons; multiple testing (62J15)

Cites Work

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• A survey of cross-validation procedures for model selection
• Inference for the generalization error
• A theory of learning from different domains
• Uniform integrability of the OLS estimators, and the convergence of their moments
• The Predictive Sample Reuse Method with Applications
• Asymptotics for and against cross-validation

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