Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and here for more.

Outlier Tests

Tests on outliers in data sets can be used to

  • check if methods of measurement are reliable
  • check the reliability of data sets

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:

Nonetheless there is one common rule which should be strictly obeyed: do not eliminate outliers successively. To be specific, do not identify an outlier, eliminate it and recalculate the statistics to perform another outlier detection and elimination. All outliers must be removed in one single calculation.