Statistics, Data Collection and Analysis (PHYS811)

This module aims to give a theoretical and practical understanding of the statistical principles involved with radiation detectors.

Module timetable

9-13 December 2024.

Module overview

Credits

This module is worth 15 credits.

Module structure Hours of study
Lectures 10 hours
Practicals 20 hours
Tutorials/discussions 7 hours
Private study 38 hours
Post-course assignment 75 hours

Topics

Experimental errors; random and systematic errors; distributions, mean, variance; combining errors. Probability and Statistics: probability, rules of probability; statistics. Distributions; Binomial, Poisson, Gaussian, Error Matrix. Parameter Fitting; least squares, hypothesis testing; analysis t-test. Monte Carlo Methods; introduction, simple examples. Quality assurance: introduction, simple examples.  

Module leader

Professor Andy Boston.

Contact

Email: A.J.Boston@liverpool.ac.uk.

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