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La régression non-linéaire

Name: La régression non-linéaire
Brand: Inra
SKU: 9782759214907
Price: 17.99 EUR
Availability: InStock
ISBN: 9782759214907

Méthodes et applications en biologie

by Sylvie Huet (writer), Emmanuel Jolivet (writer), Antoine Messéan (writer)

Collection: Mieux comprendre

may 2006

eBook [ePub] 160 x 240 format Download after purchase	17,99 €
eBook [PDF] 160 x 240 format 254 pages Download after purchase	17,99 €

Summary

The methodology of the statistical method of nonlinear regression model is presented and illustrated by some examples from various fields of biology or agronomy. Readership: statisticians, skilled statistics users, graduate or post graduate students.

Avant-propos
Table des Matières
Liste des notations
1 Les modèles de régression non-linéaire
1.1 Les modèles statistiques de régression
1.2 Modélisation de l'espérance
1.3 Modélisation de l'erreur
1.4 Conclusion
2 Estimation
2.1 Un exemple simple
2.2 Choix des estimateurs
2.3 Propriétés à distance finie
2.4 Résolution numérique du problème d'estimation
2.5 Exemples d'application
3 Validation du modèle, tests d'hypothèses
3.1 Quelques méthodes graphiques simples de diagnostics
3.2 Tests d'hypothèses
4 Intervalles de confiance
4.1 Résultats asymptotiques classiques
4.2 Régions de confiance pour une fonction des paramètres
4.3 Autres méthodes de calcul d'intervalles de confiance
Index
Bibliographie

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La régression non-linéaire

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