Using Bayesian approach to optimize some Microbiology data

The main purpose of this paper is to use Bayesian technique for identifying the conditions under which the bacteria growth is optimal. Such kind of analysis is important in microbiology when bacteria need culture in an optimum manner, so they can be identified, before adequate antibiotics can be dev...

Полное описание

Библиографические подробности
Главный автор: Hossain, Ahmed
Формат: Статья
Язык:English
Опубликовано: BRAC University 2010
Предметы:
Online-ссылка:http://hdl.handle.net/10361/552
Описание
Итог:The main purpose of this paper is to use Bayesian technique for identifying the conditions under which the bacteria growth is optimal. Such kind of analysis is important in microbiology when bacteria need culture in an optimum manner, so they can be identified, before adequate antibiotics can be developed. The dataset was collected under three different conditions which can be found in Binnie (2004). Therefore our interest lies in investigating how these three covariates are affecting the measurements of Bacteria count.