Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics......click here for more. 
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See also: survey on statistical tests, Outliers, Outlier Test  Dean and Dixon, Nalimov Test  
Outlier TestsTests on outliers in data sets can be used to
Several outlier tests are available, each of them having its own special advantages and drawbacks. Following is a short description of the most commonly used strategies to identify outliers:


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