PLS-regression: a basic tool of chemometrics

Statistics for Experimenters

Sidney Addelman, G. E. P. Box, W. G. Hunter et al. · Technometrics · 1979 · 6.5K citations

Regression Diagnostics -- Identifying Influential Data and Sources of Collinearity

Chris Beaumont, D. A. Belsley, E. Kuh et al. · Journal of the Operational Research Society · 1981 · 6.5K citations

Business, Data Science, Data Analytics +13

A User's Guide to Principal Components

Stefan D. Leigh, J. Edward Jackson · Technometrics · 1993 · 3.4K citations

Computing, Data Science, Multivariate Visualization +7

A Leisurely Look at the Bootstrap, the Jackknife, and Cross-Validation

Bradley Efron, Gail Gong · The American Statistician · 1983 · 3K citations

Computing, Biostatistics, Computer Science +7

The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses

Svante Wold, Axel Ruhe, Herman Wold et al. · SIAM Journal on Scientific and Statistical Computing · 1984 · 2.5K citations

Pharmacy, Biochemistry, Biomolecular Modeling +12