¶ … lessons learned relative to ANOVA and nonparametric tests. Also address what concepts and analytical tools you will be able to use in the workplace.
Non-parametric tests are those that deal with very small samples, or with samples that fall outside the regular tail I..e concerning which not much is known about their distribution. (nonparametric means outside of the parameters) . ANOVA is the statistical test that is used for comparing more than two populations.
The three lessons that I learned were that non-parametric tests and ANOVA can fall into three categories:
They test differences between groups where each group deals with an independent sample - The t-test is usually the test that is used to compare descriptive statistics of two independent samples. The t-test is a parametric test. The non-parametric parallel of the t-test is the Wald-Wolfowitz runs test, the Mann-Whitney U test, and the Kolmogorov-Smirnov two-sample test.
The ANOVA (or MANOVA) is the parametirc test that is used to test more than two independent samples. The non-parametric...
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