Article (Scientific journals)
A stepwise selection technique of the most discriminant parameters of two groups applied to isoberlinia stands in Benin.
Glele Kakaï, R.; Sinsin, Brice; Palm, Rodolphe
2005In Global Journal of Mathematical Sciences, 4 (1 & 2), p. 107-111
Peer reviewed
 

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Keywords :
Logistic rule; e632 estimator; Discriminant analysis; Isoberlinia stands
Abstract :
[en] We describe for two groups a stepwise selection method of the most discriminant parameters, based on the logistic rule and the e632 error rate estimator in discriminant analysis. This stepwise discriminant method can be used as an alternative method in non-normality or heteroscedasticity situations, where the stepwise linear discriminant analysis is not suitable. The implementation of this stepwise method on Isoberlinia woodland and tree savannah identifies the most discriminant parameters as the global dominant height, the dominant height of Isoberlinia trees and the number of species per hectare. For these parameters, the value of the error rate associated with the logistic rule and estimated by th e632 estimators is 24,6 %.
Disciplines :
Phytobiology (plant sciences, forestry, mycology...)
Author, co-author :
Glele Kakaï, R.
Sinsin, Brice
Palm, Rodolphe ;  Faculté Universitaire des Sciences Agronomiques de Gembloux - FUSAGx > Sciences agronomiques > Statistique, Informatique et Mathématique appliquées
Language :
English
Title :
A stepwise selection technique of the most discriminant parameters of two groups applied to isoberlinia stands in Benin.
Publication date :
2005
Journal title :
Global Journal of Mathematical Sciences
ISSN :
1596-6208
Volume :
4
Issue :
1 & 2
Pages :
107-111
Peer reviewed :
Peer reviewed
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since 12 January 2011

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