Week 1 - Normal distributions (Jupyter notebook) (pdf)
Week 2 - Summing random variables (Jupyter notebook) (pdf)
Week 3 - Multiplying and dividing random variables (Jupyter notebook) (pdf)
Week 4 - Least squares fit of data to a line (Jupyter notebook)(pdf)
For further details on linear regression including a specific application, see files prepared by Dr. Richard Krantz that are attached to the photoelectric effect experiment.
Bevan, A. (2013), Statistical Data Analysis For the Physical Sciences (Cambridge Univ. Press).
Lyons, L. (1991), A Practical Guide to Data Analysis For Physical Science Students (Cambridge).
Robinson, E. L. (2016), Data Analysis For Scientists and Engineers (Princeton Univ. Press).
Roe, B. P. (2001), Probability and Statistics in Experimental Physics, 2nd ed. (Springer).
Taylor, J. R. (1996), An Introduction to Error Analysis, 2nd ed. (University Science Books).