Offer #2018.24

Robust statistical comparison of independent data sets

Jožef Stefan Institute

The problem/challenge

The statistical analysis for identifying differences between dataset in most cases follow the idea of hypothesis testing. With standard state-of-the-art approaches used in different research fields a vast knowledge is required for proper use of statistical tools, which often leads to misinterpretation of the data. Additionally, standard approaches can be influenced by sensitivity to outliers and statistically insignificant differences.

The invention/product

JSI has developed a novel approach, which reduces previously mentioned sensitivity of statistics to the data and provides more robust statistical analysis.

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Date published06/01/2018StatusLooking for collaborationTechnology areasData Mining and Big DataMachine LearningOptimization Technologies