This tutorial covers MATLAB programming to simulate a differential equation model and optimize parameters to match measurements. In this exercise, the model is simulated with an ODE integrator (ode15s) and optimized with fmincon or fminsearch. A confidence interval for the parameter is also calculated.
John Hedengren (2020). Dynamic Parameter Estimation and Confidence Intervals (https://www.mathworks.com/matlabcentral/fileexchange/45496-dynamic-parameter-estimation-and-confidence-intervals), MATLAB Central File Exchange. Retrieved .