MATLAB: Average and new observation confidence bounds for predicting Non linear models

Question

I am using the "fitnlm" function to fit a non linear model. 

I am then using the predict the function to predict the model for given confidence bounds. However, I also need the predictions for the fitted mean values and the new observations. 

How do I get this?

Answer 1

You can use the "Prediction" name-value pair argument to change the type of prediction performed by the "predict" function. 

Type of prediction:

• 'curve' — predict predicts confidence bounds for the fitted mean values.
• 'observation' — predict predicts confidence bounds for the new observations.