What are non-parametric methods of statistical analysis? What are the advantage and disadvantage.
Non-parametric methods of statistical analysis are techniques used in research methodology that do not assume any specific distribution for the data, such as the normal distribution. These methods are particularly useful when the data does not meet the assumptions required by parametric tests, such as homogeneity of variance or normality. Non-parametric methods are often based on ordinal data or ranked data and are used when dealing with small sample sizes, skewed distributions, or outliers.
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