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R-cran-outliers
Jul 20, 2023
Collection of some tests commonly used for identifying outliers
A collection of some tests commonly used for identifying outliers
- Chi-squared test for outlier
- Test for outlying or inlying variance
- Dixon tests for outlier
- Grubbs tests for one or two outliers in data sample
- Find value with largest difference from the mean
- Critical values and p-values for Cochran outlying variance test
- Critical values and p-values for Dixon test
- Calculate critical values and p-values for Grubbs test
- Interpolate tabularized distribution
- Remove the values most differing from the mean
- Calculate scores of the sample
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