title: Comparison of Different Types of Nonlinear Regression Models
body: <p>Thank you for seeing this post.</p>
  
  <p>Various regression models are being applied to the curve estimating (actual measured ventilation rate).
  Comparison was made using the GLM and GAM models including polynomial regression. I use R.</p>
  
  <p><a href="https://i.stack.imgur.com/rAKFh.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/rAKFh.png" alt="enter image description here"></a></p>
  
  <p>Are there any other types of regression models that can simulate that curve well?
  like...bayesian? (In fact, I didn't even understand if it could be applied here)</p>
  
  <p>Sincerely.</p>