Simple example for bayesian population PK model

Question

Jesse Chao 2023-1-9

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https://ww2.mathworks.cn/matlabcentral/answers/1890807-simple-example-for-bayesian-population-pk-model

评论： Jesse Chao 2023-3-13

Hello team,

I am wondering if matlab has resource or example code for bayesian population PK model in simbiology?

I would like to carry out out a project about this topic with basic knowledge about the bayes rule, but I could not apply the knowledge to the bayesian population PK model.

With some resources or example codes, I think I could have better and clearer understanding about it.

Hope you could provide me with some examples. Thank you very much.

Best,

Jesse

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Valentina Vasic 2023-1-11

Hello,

If you want to implement Bayesian parameter estimation, you can take a look at mhsample or hmcSampler in the Statistics and Machine Learning Toolbox.

Best,

Valentina

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Answer 1

Ganapathi Subramanian 2023-3-1

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https://ww2.mathworks.cn/matlabcentral/answers/1890807-simple-example-for-bayesian-population-pk-model#answer_1182525

It is my understanding that you are working in Simbiology to carry out Bayesian population PK model.

Refer the example below which links Bayesian parameter estimation with Simbiology. This doesn’t model the population PK modelling but provides better understanding towards linking Simbiology and Bayesian model.

https://www.mathworks.com/matlabcentral/fileexchange/124760-bayesian-parameter-estimation-for-simbiology?s_tid=srchtitle_bayesian%20simbiology_1