What happens when continuous data fails the Normality test? There is hope. There is an alternative -- nonparametric tests to the rescue! When comparing means using t-tests and ANOVA is not possible, use nonparametric tests to compare medians. Learn to compare medians using Minitab. Learn to run the 1-sample Wilcoxon, Mann-Whitney, and Kruskal-Wallis tests with Minitab.
- [Voiceover] In this movie I will show you…how to compare medians using nonparametric tests.…Open exercise file 04-05.…Here we have three data sets.…These could be processing times…of three offices, A, B, and C.…Let's say I want to compare the median of A…to a target value, 70.…To do that I can run a one sample Wilcoxon test.…Go up to Stat, Nonparametrics, One Sample Wilcoxon,…select A, and my testing is a median target of 70…in our example, whether it's equal to…or not equal to, that's our hypothesis.…
Okay, and here we have the prinout from the Wilcoxon test…with a P value of 0.654, which is great that it's 0.05,…therefore we failed to reject the null hypothesis.…So we can see that a test median…and a median of A are equal.…What if I want to compare two offices, A versus C.…Are they equal or not?…To compare these two medians, I can run a Mann-Whitney test.…Go up to Stat, Nonparametrics, Mann-Whitney.…
The first sample is A, second sample is C,…and all for 0.05 or 95% confidence level,…not equal is fine, OK, and here we have the printout…
Dr. Richard Chua shows how to import and organize data; open, save, and share Minitab worksheets and projects; create graphs and charts; and use descriptive statistics and statistical tests in Minitab to make inferences and data-driven decisions. Then learn how to make inferences on continuous data—running normality tests, variance tests, correlations, and simple regression tests. Finally, discover how to share your findings with others using reports and simple copy-and-paste techniques. Start watching to learn why Minitab is one of the world's most popular statistical software tools.
- Determine how to utilize display graphs and charts including bar, Pareto charts, and scatterplots.
- Recognize how to compare variance and multiple means.
- Identify how to compare medians.
- Explore how to run a multiple regression test and examine the resulting data.
- Break down how to compare inferences on continuous data.
- Differentiate how to compare proportions.
Skill Level Appropriate for all
Data Visualization for Data Analystswith Bill Shander1h 31m Beginner
Operational Excellence Foundationswith Richard Chua1h 32m Appropriate for all
1. Minitab Overview
2. Display Graphs and Charts
3. Describe Data with Statistics
4. Inferences on Continuous Data
5. Inferences on Categorical Data
6. Save and Share Your Work
Share outputs1m 7s
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