In: Statistics and Probability
Regular Test |
Requirements |
Backup Test |
Independent Samples t-Test |
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Pearson’s Product Moment Correlation Coefficient (PPMC) |
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Chi-Square Test for Independence |
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ANOVA |
Answer:
Regular Tests | Requirements | Backup Test |
Independent Samples t-Test |
1. Parent populations. from which the samples have been drawn are normally distributed. 2. The population variances are equal and unknown. 3. The two samples are random and independent of each other |
Mann-Whitney Test |
Pearson's Product Moment Correlation Coefficient |
1.Two variables should be measured at the interval or ratio level (i.e., they are continuous) 2.There is a linear relationship between the two variables 3.There should be no significant outliers 4.The variables should be approximately normally distributed |
Spearman Rank Correlation Test |
Chi-Square Test for Independence |
1. The sampling method is simple random sampling. 2. The variables under study are each categorical. 3. If sample data are displayed in a contingency table, the expected frequency count for each cell of the table is at least 5. |
Fisher's Exact Test |
ANOVA |
1. Each group sample is drawn from a normally distributed population 2. All populations have a common variance 3. All samples are drawn independently of each other 4. Within each sample, the observations are sampled randomly and independently of each other 5. Factor effects are additive |
Kruskal-Wallis Test |