Stacked Regressions

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 1970 · 8.9K citations

Computing, Biostatistics, Econometrics +15

Stacked generalization

David H. Wolpert · Neural Networks · 1992 · 7.5K citations

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 2000 · 6.6K citations

Computing, Biostatistics, Econometrics +15

Estimating Optimal Transformations for Multiple Regression and Correlation

Leo Breiman, Jerome H. Friedman · Journal of the American Statistical Association · 1985 · 1.6K citations

Natural Sciences, Biostatistics, Mathematics +15

Submodel Selection and Evaluation in Regression. The X-Random Case

Leo Breiman, Philip C. Spector · International Statistical Review · 1992 · 678 citations

Public Health, Biostatistics, Experimental Design +16