Have a personal or library account? Click to login
Parameter Identification and Estimation For Stage–Structured Population Models Cover

Parameter Identification and Estimation For Stage–Structured Population Models

By: Carmen Coll and  Elena Sánchez  
Open Access
|Jul 2019

Abstract

A stage-structured population model with unknown parameters is considered. Our purpose is to study the identifiability of the model and to develop a parameter estimation procedure. First, we analyze whether the parameter vector can or cannot uniquely be determined with the knowledge of the input-output behavior of the model. Second, we analyze how the information in the experimental data is translated into the parameters of the model. Furthermore, we propose a process to improve the recursive values of the parameters when successive observation data are considered. The structure of the state matrix leads to an analysis of the inverse of a sum of rank-one matrices.

DOI: https://doi.org/10.2478/amcs-2019-0024 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
Language: English
Page range: 327 - 336
Submitted on: Jul 9, 2018
Accepted on: Nov 29, 2018
Published on: Jul 4, 2019
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2019 Carmen Coll, Elena Sánchez, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.