Statistics and mathematics for geosciences
Description including Unit Aims
Bayesian and Frequentists probabilistic framework in stochastic modeling and inverse problems; Review of linear algebra, statistical, differential equations, solutions of fundamental equations; Data analysis and hypothesis testing; Basic MATLAB programming.
Intended Learning Outcomes
The final goal of this course is to equip the students with a solid background in statistics and mathematics, which is preparatory for courses in physical modeling, and hazard analysis.
Written exam – laboratory reports
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