An ANN trained on OLS estimates performs variable selection in linear models, with simulation studies showing accuracy across sample sizes and variances and competitive results versus Forward, Backward, AIC, BIC, and LASSO on both simulated and WHO life expectancy data.
Regression shrinkage and selection via the LASSO.Journal of the Royal Statistical Society: Series B (Methodological)58267–288
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Linear Models, Variable Selection, Artificial Intelligence
An ANN trained on OLS estimates performs variable selection in linear models, with simulation studies showing accuracy across sample sizes and variances and competitive results versus Forward, Backward, AIC, BIC, and LASSO on both simulated and WHO life expectancy data.