Linear unlearning for cross-validation

DOI10.1007/BF02124747zbMath0870.65146OpenAlexW1994567799MaRDI QIDQ1923892

Lars Kai Hansen, Jan Larsen

Publication date: 2 September 1997

Published in: Advances in Computational Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf02124747

zbMATH Keywords

neural networkcross-validationnonlinear regressionquadratic approximationtime series predictioninput-output distributionlinear unlearning

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) General nonlinear regression (62J02) Probabilistic methods, stochastic differential equations (65C99)

Related Items (2)

Reply to the Comments on “Local Overfitting Control via Leverages” in “Jacobian Conditioning Analysis for Model Validation” by I. Rivals and L. Personnaz ⋮ Improved model identification for non-linear systems using a random subsampling and multifold modelling (RSMM) approach

Cites Work

• Fitting autoregressive models for prediction
• Jackknifing in Nonlinear Regression
• Bibliography on estimation of misclassification
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