Variable selection in discriminant analysis for mixed continuous-binary variables and several groups

Advances in Data Analysis and Classification ◽

10.1007/s11634-018-0343-0 ◽

2018 ◽

Vol 13 (3) ◽

pp. 773-795

Author(s):

Alban Mbina Mbina ◽

Guy Martial Nkiet ◽

Fulgence Eyi Obiang

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Binary Variables

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An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2020.107031 ◽

2020 ◽

Vol 152 ◽

pp. 107031 ◽

Author(s):

Khuyen T. Le ◽

Caroline Chaux ◽

Frédéric J.P. Richard ◽

Eric Guedj

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Linear Discriminant Analysis ◽

High Dimension ◽

Medical Data ◽

Linear Discriminant ◽

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Analysis of new variable selection methods for discriminant analysis

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2006.04.019 ◽

2006 ◽

Vol 51 (3) ◽

pp. 1463-1478 ◽

Author(s):

Joaquín Pacheco ◽

Silvia Casado ◽

Laura Núñez ◽

Olga Gómez

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Selection Methods

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A Variable Selection Criterion in the Linear Programming Approaches to Discriminant Analysis

Decision Sciences ◽

10.1111/j.1540-5915.1988.tb00286.x ◽

1988 ◽

Vol 19 (3) ◽

pp. 554-563 ◽

Author(s):

Ravinder Nath ◽

Thomas W. Jones

Keyword(s):

Linear Programming ◽

Discriminant Analysis ◽

Variable Selection ◽

Selection Criterion

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Variable selection for Fisher linear discriminant analysis using the modified sequential backward selection algorithm for the microarray data

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.03.141 ◽

2014 ◽

Vol 238 ◽

pp. 132-140 ◽

Author(s):

Hong-Yi Peng ◽

Chun-Fu Jiang ◽

Xiang Fang ◽

Jin-Shan Liu

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Linear Discriminant Analysis ◽

Microarray Data ◽

Selection Algorithm ◽

Fisher Linear Discriminant ◽

Linear Discriminant ◽

Fisher Linear Discriminant Analysis ◽

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An Efficient Variable Selection Method for Predictive Discriminant Analysis

Annals of Data Science ◽

10.1007/s40745-015-0061-9 ◽

2015 ◽

Vol 2 (4) ◽

pp. 489-504 ◽

Author(s):

A. Iduseri ◽

J. E. Osemwenkhae

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Selection Method ◽

Variable Selection Method ◽

Predictive Discriminant Analysis

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Discriminant analysis using the unweighted sum of binary variables: a comparison of model selection methods

Statistics in Medicine ◽

10.1002/(sici)1097-0258(19971215)16:23<2679::aid-sim695>3.0.co;2-1 ◽

1997 ◽

Vol 16 (23) ◽

pp. 2679-2700 ◽

Author(s):

Douglas R. Langbehn ◽

Robert F. Woolson

Keyword(s):

Discriminant Analysis ◽

Model Selection ◽

Selection Methods ◽

Binary Variables

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Variable Selection in Heteroscedastic Discriminant Analysis

Journal of the American Statistical Association ◽

10.1080/01621459.1986.10478295 ◽

1986 ◽

Vol 81 (394) ◽

pp. 494-500 ◽

Author(s):

L. Paul Fatti ◽

Douglas M. Hawkins

Keyword(s):

Discriminant Analysis ◽

Variable Selection

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New Fast Algorithms for Error Rate-Based Stepwise Variable Selection in Discriminant Analysis

SIAM Journal on Scientific Computing ◽

10.1137/s1064827596300784 ◽

2000 ◽

Vol 22 (3) ◽

pp. 1036-1052 ◽

Author(s):

S. Aeberhard ◽

O. Y. de Vel ◽

D. H. Coomans

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Fast Algorithms ◽

Stepwise Variable Selection

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Bias in error rate estimates in discriminant analysis when stepwise variable selection is employed

Communications in Statistics - Simulation and Computation ◽

10.1080/03610919108812935 ◽

1991 ◽

Vol 20 (1) ◽

pp. 1-22 ◽

Author(s):

Rutter carolyn ◽

Flack Virgina ◽

Lachenbruch Peter

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Stepwise Variable Selection

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Variable selection and error rate estimation in discriminant analysis

Journal of Statistical Computation and Simulation ◽

10.1080/00949659708811856 ◽

1997 ◽

Vol 59 (3) ◽

pp. 195-219 ◽

Author(s):

N. J. Le Roux ◽

S. J. Steel ◽

N. Louw

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Rate Estimation

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