Introduces exploratory data analysis, probability theory, statistical inference, and data modeling. Topics include discrete and continuous probability distributions, expectation, laws of large numbers ...
The Weibull distribution has become a cornerstone for modelling the variability of material strength, reflecting the inherent scatter in fracture and fatigue data. Its two primary parameters—the shape ...
Bayesian statistics is an approach to data analysis based on Bayes’ theorem, where available knowledge about parameters in a statistical model is updated with the information in observed data. The ...