New test detects deviations in data, improving accuracy of time series analysis.
The article introduces a test to check if data is both normally distributed and independent. This test can be used to see if time series data follows these patterns. The researchers found the distribution of the test statistic and tested its accuracy with simulations. They then applied the test to real time series data.
