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D-optimal designs for the Mitscherlich non-linear regression function
- 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
- Subjects :
- Mathematics - Statistics Theory
Statistics - Applications
62K05
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2104.01573
- Document Type :
- Working Paper