Hypothesis testClassical statistics
Robust Frequency Analysis
Robust frequency analysis applies outlier-resistant estimation and resampling or exact methods to the counting and tabulation of categorical data, reducing the distortion caused by extreme observations, sparse cells, or violations of large-sample assumptions that can make conventional frequency summaries misleading.
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Sources
- Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838
- Huber, P. J., & Ronchetti, E. M. (2009). Robust Statistics (2nd ed.). Wiley. ISBN: 978-0470129906