Fundamental concepts of probability and statistics are treated with the aim to establish procedures of numerical elaboration. The statistical test and the inherent hypotheses are treated and lower bounds for the probability of these are obtained. Are shown the conditions in order to determine lower and upper bounds for the probability that a statistical variable is found in one given zone of the real axis. Finally the analysis of variance and the regression analysis are treated in the generally multidimensional aspect.
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