Dealing with materials data : collection, analysis and interpretation Training

Week 1 : Introduction: basic probability and statistics

Week 2 : Introduction: basic R

Week 3 : Presenting data: inaccurcacies and error and its propagation

Week 4 : R for descriptive data analysis

Week 5 : Probability distributions

Week 6 : Probability distributions using R

Week 7 : Processing of experimental data using R

Week 8 : Fitting functions to data: regression, testing significance of fit

Week 9 : R for graphical handling of data and fitting

Week 10 : Basics of design of experiments

Week 11 : Bayesian inference and its uses

Week 12 : Case studies using R