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 ...

Handling practical data as a single distribution presents inherent challenges and is deemed inappropriate. To overcome this limitation, a promising solution emerges: modeling the probability ...