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Lint: non-parametric-test

En Dash
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"MannWhitney–Wilcoxon test (similar to the two-sample T test )"

Line 7:15 · Use a hyphen-minus ('-') instead of an en-dash ('–').

"Mann–WhitneyWilcoxon test (similar to the two-sample T test )"

Line 7:23 · Use a hyphen-minus ('-') instead of an en-dash ('–').
Litotes
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"Non-parametric tests, also called distribution-free tests, are used when data do not have a probability distribution or when the distribution's parameters are unknown. While technically non-parametric tests can be used on all kinds of data, including even data with a normal distribution, parametric tests are usually preferred due to issues of statistical power."

Line 1:119 · Consider using 'lack(s)' instead of 'not have'
List Caps
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"Spearman’s rank correlation (similar to Pearson's correlation)"

Line 4:11 · In general, we don't start a list item with a capital letter. Exceptions are proper nouns.

"Kruskal-Wallis test (similar to the ANOVA )"

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"Wilcoxon signed-rank test (similar to the paired T test )"

Line 6:11 · In general, we don't start a list item with a capital letter. Exceptions are proper nouns.

"Mann–Whitney–Wilcoxon test (similar to the two-sample T test )"

Line 7:11 · In general, we don't start a list item with a capital letter. Exceptions are proper nouns.

"Pearson's chi squared test"

Line 8:11 · In general, we don't start a list item with a capital letter. Exceptions are proper nouns.
Acronyms
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"Kruskal-Wallis test (similar to the ANOVA )"

Line 5:54 · 'ANOVA' has no definition. Spell it out if it's unfamiliar to the audience.