An approach to interval estimation in partial least squares regression

Ridge Regression: Biased Estimation for Nonorthogonal Problems

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

Computing, Biostatistics, Econometrics +15

PLS regression methods

Agnar Höskuldsson · Journal of Chemometrics · 1988 · 1.9K citations

Business, Computer Science, Data Science +15

On the structure of partial least squares regression

Inge S. Helland · Communications in Statistics - Simulation and Computation · 1988 · 565 citations

Computing, Computer Science, Algorithms +8

Analysis of two partial-least-squares algorithms for multivariate calibration

Rolf Manne · Chemometrics and Intelligent Laboratory Systems · 1987 · 348 citations

Computing, Computer Science, Statistical Modeling +5

Comparison of prediction methods for multicollinear data

Harald Martens · Communications in Statistics - Simulation and Computation · 1985 · 172 citations

Computing, Data Science, Statistical Modeling +8