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