Manfred Mudelsee Knihy

The book offers a comprehensive overview of statistical methods for investigating climate extremes and assessing potential risks. Featuring case studies, it includes practical datasets and analysis software, equipping students and researchers in climate sciences with essential tools for climate risk analysis.

Focusing on advanced statistical techniques, the book delves into bootstrap algorithms and innovative adaptations tailored for climatologists and applied statisticians. It emphasizes methods for constructing confidence intervals while validating the algorithms' accuracy through Monte Carlo experiments, providing a rigorous framework for statistical analysis in climate research.