Keywords
Partial least squares regressionMathematicsStatistics
Related Publications
A Comparison of Least Squares and Latent Root Regression Estimators
Miilticollinesrity among the columns of regressor variables is known to cause severe distortion of the least squares estimates of the parameters in a multiple linear regression ...
Partial least squares regression and projection on latent structure regression (PLS Regression)
Abstract Partial least squares (PLS) regression ( a.k.a. projection on latent structures) is a recent technique that combines features from and generalizes principal component a...
Regression methods for high dimensional multicollinear data
To compare their performance on high dimensional data, several regression methods are applied to data sets in which the number of exploratory variables greatly exceeds the sampl...
ROBUST MODELING WITH ERRATIC DATA
An attractive alternative to least‐squares data modeling techniques is the use of absolute value error criteria. Unlike the least‐squares techniques the inclusion of some infini...
Scattered Data Approximation
Many practical applications require the reconstruction of a multivariate function from discrete, unstructured data. This book gives a self-contained, complete introduction into ...
Publication Info
- Year
- 2005
- Type
- other
- Citations
- 1534
- Access
- Closed
External Links
Social Impact
Altmetric
PlumX Metrics
Social media, news, blog, policy document mentions
Citation Metrics
1534
OpenAlex
Cite This
Herman Wold
(2005).
Partial Least Squares.
Encyclopedia of Statistical Sciences
.
https://doi.org/10.1002/0471667196.ess1914.pub2
Identifiers
- DOI
- 10.1002/0471667196.ess1914.pub2