AGH University of Krakow, Poland

Introduction to probability, statistics, and data handling

Lectures

Lectures are held on Thursdays 8-9:30 in room D10 room 225 building D10 (Reymonta 19). First meeting: 29.02.2024.

• What is a statistic for? Conditional probability Lecture
• Random variable Lecture
• 2D Random Variable, standard RV, Chebyshev’s inequality Lecture
• Bernouli, Poisson and Gaussian distributions Lecture
• Central Limit Theorem Lecture Statistical tables
• Point estimation Lecture
• Confidence intervals Lecture
• Hypothesis testing Lecture
• Tests for means and variance cont. Lecture
• Curve fitting and regression Lecture
• Point estimation cont. (MMM MLS, MML) Lecture
• Error Propagation Formula, PCA Lecture
• Retake test
• Exam (requirement: positive grade from tutorial) 13.06.2024
• Retake exam 20.06.2024

Tutorials

Wednesdays at 11:20-12:50 in room 225 building D10 (Reymonta 19). First meeting: 10th of October 2023.

• Assignments Basic probability
• Assignments Conditional probability
• Assignments RV, pdf
• Assignments Joint distribution
• Assignments Gaussian and binomial distribution
• Assignments more practice with normal distribution
• Assignments Central Limit Theorem
• Assignments Confidence intervals
• Assignments Hyphothesis testing

Laboratory Statgraphics Centurion 19

Wednesdays at 11:20-12:50 (starting in December) in room 207 building D10 (Reymonta 19).

• Lab 1 Instruction
• Lab 2 Instruction
• Lab 3 Instruction
• Lab 4 Instruction

Texbook:

• Introductory Statistics, OpenStax Access online
• A modern introduction to Probability and Statistics F.M. Dekking, C. Kraaikamp, H.P. Lopuhaa, L.E. Meester, Springer 2005

Contact

Course coordinator: dr hab. inż. Agnieszka Obłąkowska-Mucha, prof AGH mail
Assistant M.Sc. Saliha Bashir mail
AGH University of Kraków, Poland
Faculty of Physics and Applied Computer Science
D11 room 106
ul. Kawiory 26a, 30-055 Kraków
phone +48 12 617 29 96