Discriminant Analysis

Known as: Discriminant Function Analysis, Discriminant Analyses, multiple discriminant analysis 
A statistical analytic technique used with discrete dependent variables, concerned with separating sets of observed values and allocating new values… (More)
National Institutes of Health

Topic mentions per year

Topic mentions per year

1949-2018
020040019492017

Related topics

Related topics

1 relation

Broader (1)

Multivariate Analysis

Related mentions per year

Related mentions per year

1950-2018
1960198020002020
Discriminant Analysis
Multivariate Analysis

Papers overview

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Highly Cited
2011
Highly Cited
2011
MorphoJ: an integrated software package for geometric morphometrics.
Increasingly, data on shape are analysed in combination with molecular genetic or ecological information, so that tools for… (More)
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Highly Cited
2007
Highly Cited
2007
Regularized linear discriminant analysis and its application in microarrays.
In this paper, we introduce a modified version of linear discriminant analysis, called the "shrunken centroids regularized… (More)
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Highly Cited
2007
Highly Cited
2007
A validated gene expression model of high-risk multiple myeloma is defined by deregulated expression of genes mapping to chromosome 1.
To molecularly define high-risk disease, we performed microarray analysis on tumor cells from 532 newly diagnosed patients with… (More)
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Highly Cited
2006
Highly Cited
2006
Pharmacogenomic predictor of sensitivity to preoperative chemotherapy with paclitaxel and fluorouracil, doxorubicin, and cyclophosphamide in breast cancer.
PURPOSE We developed a multigene predictor of pathologic complete response (pCR) to preoperative weekly paclitaxel and… (More)
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Highly Cited
2003
Highly Cited
2003
Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex.
Traditional (univariate) analysis of functional MRI (fMRI) data relies exclusively on the information contained in the time… (More)
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Highly Cited
2003
Highly Cited
2003
Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach
Partial least squares discriminant analysis (PLS-DA) is a partial least squares regression of a set Y of binary variables… (More)
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Highly Cited
2001
Highly Cited
2001
A principal component analysis of facial expressions
Pictures of facial expressions from the Ekman and Friesen set (Ekman, P., Friesen, W. V., (1976). Pictures of facial affect. Palo… (More)
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Highly Cited
1996
Highly Cited
1996
Computational method to predict mitochondrially imported proteins and their targeting sequences.
Most of the proteins that are used in mitochondria are imported through the double membrane of the organelle. The information… (More)
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Highly Cited
1995
Highly Cited
1995
Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis.
OBJECTIVE The development and validation of Modified Disease Activity Scores (DAS) that include different 28-joint counts… (More)
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Highly Cited
1989
Highly Cited
1989
Estimation of error rates in discriminant analysis with selection of variables.
Accurate estimation of misclassification rates in discriminant analysis with selection of variables by, for example, a stepwise… (More)
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