Abstract
In this talk we will present an improvement of the Chebyshev's inequality and Kolmogorov's estimation and generalize Chebyshev's, Kolmogorov's and Prochorov's inequalities to multidimensional variables. Statistical applications to South Chinese Sea, some environmental problems, nanotechnology and mechanics will also be discussed.
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