What are some alternative statistical tests I can use?
An example of an AI chatbot conversation about alternative statistical tests.
What are some alternative statistical tests I can use instead of t-tests?
You can consider using Mann-Whitney U test for two independent samples or Wilcoxon signed-rank test for paired samples.
When should I use the Mann-Whitney U test?
Use the Mann-Whitney U test when your data is not normally distributed or when you have ordinal data.
Are there any alternatives for ANOVA?
Yes, you can use the Kruskal-Wallis test as a non-parametric alternative to one-way ANOVA.
What about for regression analysis?
For regression analysis, consider using robust regression techniques if your data has outliers or is not homoscedastic.
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