nonparametric statistics Antonyms

No Synonyms and anytonyms found

Meaning of nonparametric statistics

Wordnet

nonparametric statistics (n)

the branch of statistics dealing with variables without making assumptions about the form or the parameters of their distribution

nonparametric statistics Sentence Examples

1. Nonparametric statistics provide a valuable approach when data lacks a normal distribution or has a small sample size.
2. Researchers often employ nonparametric tests to analyze ordinal or categorical data.
3. Nonparametric statistics are less restrictive in their assumptions about the underlying distribution of a population.
4. The Mann-Whitney U test is a common nonparametric test for comparing two independent groups.
5. The Wilcoxon signed-rank test is a nonparametric alternative to the paired-samples t-test.
6. Nonparametric statistics can be used to test differences in medians, interquartile ranges, and other non-mean measures of central tendency.
7. The Kruskal-Wallis test is a nonparametric equivalent to the one-way ANOVA for comparing multiple independent groups.
8. Nonparametric correlation tests, such as Spearman's rank correlation, are used when data is not normally distributed.
9. Nonparametric regression techniques, such as kernel smoothing, can model complex relationships without assuming a specific distribution.
10. Nonparametric statistics offer a robust and flexible approach for data analysis when assumptions of parametric tests are not met.

FAQs About the word nonparametric statistics

What is the meaning of the word nonparametric statistics

the branch of statistics dealing with variables without making assumptions about the form or the parameters of their distribution

What are the synonyms of the word nonparametric statistics

No synonyms found.

What are the antonyms of the word nonparametric statistics

No antonyms found.

What is the usage of word nonparametric statistics

Nonparametric statistics provide a valuable approach when data lacks a normal distribution or has a small sample size.

Researchers often employ nonparametric tests to analyze ordinal or categorical data.

How to use the word nonparametric statistics in a sentence?

Nonparametric statistics are less restrictive in their assumptions about the underlying distribution of a population.

The Mann-Whitney U test is a common nonparametric test for comparing two independent groups.