Fitting Tutorial

Jupyter notebooks to learn how to fit a model to data. The last three notebooks accompany the lecture contained in bayesian_statistics_lecture.pdf.

Least Squares Fitting

Tutorial:

Solutions:

Monte Carlo Line Fitting

Tutorial:

Solutions:

MCMC Line Fitting

Tutorial:

Solutions:

Gaussian Process Regression

Tutorial:

Solutions: