Robust & Non-Robust Models in Statistics

Considers the so-called ill-posed problems and stability in statistics. This book explains that ill-posed problems are not a mere curiosity in the field of contemporary probability. It aims to identify statistical problems of this type, find their stable variant, and propose alternative versions of numerous theorems in mathematical statistics.