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D-optimal designs for the Mitscherlich non-linear regression function

Authors :
Heidari, Maliheh
Manju, Md Abu
IJzerman-Boon, Pieta C.
Heuvel, Edwin R. van den
Publication Year :
2021

Abstract

Mitscherlich's function is a well-known three-parameter non-linear regression function that quantifies the relation between a stimulus or a time variable and a response. Optimal designs for this function have been constructed only for normally distributed responses with homoscedastic variances. In this paper, we construct D-optimal designs for discrete and continuous responses having their distribution function in the exponential family. We also demonstrate the connection with D-optimality for weighted linear regression.<br />Comment: 23 pages, 2 tables

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2104.01573
Document Type :
Working Paper