학술논문

D-optimal designs for the Mitscherlich non-linear regression function
Document Type
Working Paper
Source
Subject
Mathematics - Statistics Theory
Statistics - Applications
62K05
Language
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.
Comment: 23 pages, 2 tables