In the world of data analysis, Simpson's paradox shows that conditional and marginal probabilities can send contradictory messages when information is grouped or separated
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By having custom software and custom applications it is guaranteed that each project fits the real measure of the data and critical information is not lost when aggregating data inappropriately
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