hBayesDM in food chain

[唐金鹏]

My focus is on utilizing Hierarchical Bayesian Analysis (HBA) to analyze the bioaccumulation process of  organic contaminants in the  food chain, as well as how environmental factors impact this process.  I require the construction of a hierarchical Bayesian model using the hBayesDM package in R, aimed at quantifying the influence of temperature on the enrichment of antibiotics in the planktonic planktonic food web and on the efficiency of food chain transfer. I am learning from here https://www.nature.com/articles/s41586-021-03352-2. Where can I start this modeling process？

[Jeung-Hyun Lee]

Hi, 

If you are looking for which model to start from, referring to the list of models in hBayesDM could be helpful. In case you are interested in some classic books to start with, Kruschke's puppy book (for Bayesian analysis), Farell & Lewandowsky (general modeling), or Lee & Wagenmakers (2013)'s are my recommendations. We would be happy to discuss more about your next steps. 

Best, 

JH

Jeung-Hyun Lee

PhD candidate,

Computational Clinical Science Lab.

Department of Psychology

Seoul National University 

Building 16, Room A107

Email : jhlee...@snu.ac.kr 

Website : https://jeunghyunlee.github.io/ 

2023년 11월 21일 (화) 오후 5:48, 唐金鹏 <tjpf...@gmail.com>님이 작성:

My focus is on utilizing Hierarchical Bayesian Analysis (HBA) to analyze the bioaccumulation process of  organic contaminants in the  food chain, as well as how environmental factors impact this process.  I require the construction of a hierarchical Bayesian model using the hBayesDM package in R, aimed at quantifying the influence of temperature on the enrichment of antibiotics in the planktonic planktonic food web and on the efficiency of food chain transfer. I am learning from here https://www.nature.com/articles/s41586-021-03352-2. Where can I start this modeling process？

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[唐金鹏]

Hi, JH Lee

thanks for your response and valuable suggestion, I will go on for this and hoping your help in the near future. Thanks again for your great work in hBayesDM package.

Best,

Jinpeng Tang

Ph.D, associate professor

Environmental pollution control and sustainable development

School of Ecology, Sun Yat-sen university in South China

Medical Building 2  , Room 1204