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Concept
Non-parametric Methods
Non-parametric methods
are
statistical techniques
that do not assume a
specific distribution
for the data, allowing for
greater flexibility
when dealing with
real-world datasets
that may not fit
common distributions
. They are particularly useful for analyzing
ordinal data
or data with
unknown distributions
, making them
robust tools
in
exploratory data analysis
and
hypothesis testing
.
Relevant Degrees
Probability and Statistics 100%
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