Simple example for bayesian population PK model

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Jesse Chao
Jesse Chao 2023-1-9
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
  1 个评论
Valentina Vasic
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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采纳的回答

Ganapathi Subramanian
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
  1 个评论
Jesse Chao
Jesse Chao 2023-3-13
Hello Ganapathi, Thank you for sharing this add on. I’ll definitely give it a try. Best, Jesse

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