On Testing Fuzzy Independence

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Statistical analysis of dependencies existing in data sets is now one of the most important applications of statistics. It is also a core part of data mining - a rapidly developing in recent years part of information technology. Statistical methods that have been proposed for the analysis of dependencies in data sets can be roughly divided into two groups: tests of statistical independence and statistical measures of the strength of dependence.