Recently I have finished working on and developing a deterministic, compartmental model of erythropoeisis (How Red Blood Cells are produced and destroyed) in R using deSolve package. I have also made a Shiny application for the simulation. The model can be used as a primer for developing more complicated models, eg. for competing erythpoeisis in post bone marrow transplant settings.
The model and description is available at GitHub site, https://github.com/sumprain/blog/tree/master/erythropoeisis_model.
The description of the model is given in model_description.html, model_description.Rmd and model_description.md files
The shiny application can be found at shiny folder.
The work.R file is the source file for the R code.
Please feel free to comment and post your criticisms.
Dr Suman Kumar (@sumankumarpram1)
offers daily e-mail updates
news and tutorials
on topics such as: Data science
, Big Data, R jobs
, visualization (ggplot2
), programming (RStudio
, Web Scraping
) statistics (regression
, time series
) and more...
If you got this far, why not subscribe for updates
from the site? Choose your flavor: e-mail
, or facebook