Factorial experimental designs and generalized linear models
- Autores: Simplice Dossou-Gbété, Walter Tinsson
- Localización: Sort: Statistics and Operations Research Transactions, ISSN 1696-2281, Vol. 29, Nº. 2, 2005, págs. 249-268
- Idioma: inglés
- Títulos paralelos:
- Diseños experimentales factoriales y modelos lineales generalizados.
- Enlaces
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Resumen
HolaThis paper deals with experimental designs adapted to a generalized linear model.
We introduce a special link function for which the orthogonality of design matrix obtained under Gaussian assumption is preserved. We investigate by simulation some of its properties.
MSC: 62J12, 62K15 Keywords: generalized linear model, exponential family, Fisher-Scoring algorithm, factorial designs, regular fraction HolaAquest article tracta de dissenys experimentals adaptats al model lineal generalitzat.
Introdu¿ým una funci¿o enllac¿ que mant¿e l¿ortogonalitat de la matriu de disseny obtinguda sota distribuci¿o Gaussiana. Investiguem algunes propietats mitjanc¿ant simulacions.
Paraules clau: model lineal generalitzat, fam¿ýlia exponencial, algoritme de les puntuacions de Fisher; dissenys factorials, fracci¿o regular
