partial least squares

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'partial least squares' can also refer to...

partial least squares

partial least squares

Partial least squares for dependent data

Classification using partial least squares with penalized logistic regression

Tumor classification by partial least squares using microarray gene expression data

Linking gene expression data with patient survival times using partial least squares

Surrogate variable analysis using partial least squares (SVA-PLS) in gene expression studies

Multi-class cancer classification via partial least squares with gene expression profiles

Partial least squares proportional hazard regression for application to DNA microarray survival data

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

Partial least squares path modelling for the evaluation of patients’ satisfaction after thoracic surgical procedures

Quality guidance: A consumer-based approach to food quality improvement using partial least squares

Reconstruction of genetic association networks from microarray data: a partial least squares approach

Use of Two-Block Partial Least-Squares to Study Covariation in Shape


Towards the in silico identification of class II restricted T-cell epitopes: a partial least squares iterative self-consistent algorithm for affinity prediction

Modeling the relationship between LVAD support time and gene expression changes in the human heart by penalized partial least squares


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A method for handling correlated explanatory variables in the context of multiple regression. In PLS the first stage is to determine k uncorrelated variables that are linear combinations of the explanatory variables. The combinations are chosen for their predictive ability. Principal components regression analysis uses a different technique to achieve the same objective.

Subjects: Probability and Statistics.

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