Robust estimation and outlier detection play a critical role in modern data analysis, particularly when dealing with high-dimensional datasets. In such contexts, classical statistical methods often ...

A new concept of (asymptotic) qualitative robustness for plug-in estimators based on identically distributed possibly dependent observations is introduced, and it is shown that Hampers theorem for ...

Learn from experts the key theories of statistics and the quantitative skills to conduct robust statistical analyses that are effective in the real world. The Master of Science (Statistics) will teach ...