Abstract
Uncertainty, randomness and creation of new knowledge taming of uncertainty - evolution of statistics principles and strategies of data analysis - cross examination of data principles and strategies of data analysis - weighted and clouded distributions statistics - an inevitable instrument in search of truth public understanding of statistics or learning from numbers.
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