What is the difference between measures of association and tests of statistical significance? Give an example...

What is the difference between measures of association and tests of statistical significance? Give an example for each.

Expert Solution

The measures of association is to analyse the strength of association between the variables that is been studied. A variety of coefficient measures the statistical strength between the variables that are to be studied and analyzed. The strenght of association is analysed in categorical that is nominal or ordinal or on a continous types of data. Example- Pearson's correlation coefficient (r), the coefficient of determination (r²).

The tests of statistical significance studies or analysis the probability of relationship that is between the variables. The tests of significance analysis whether the relationship between the variables are due to chance or an actual relationship exists. Hence, it has a null hypothesis that states that there is no relationship between the variables and an alternate hypothesis that states that there is a relationship between the variables. When the null hypothesis is proved this means that the relationship was due to chance. When the null hypothesis is rejected then it establishes the alternate hypothesis that there's a significant relationship between the variables. Example- t tests and Chi square tests.

Hayet Jeridi answered 1 year ago

1. What is the difference between practical significance and statistical significance? Give an example of something...

1. What is the difference between practical significance and statistical significance? Give an example of something that might be statistically significant, but not practically significant. 2. What is a Type I error? Give an example. 3. What is a Type II error? Give an example.

What is the difference between statistical and economic significance? Give an example. (Your own example, NOT...

What is the difference between statistical and economic significance? Give an example. (Your own example, NOT a pill for cancer).

What is the difference between practical and statistical significance? A. Statistical significance is associated with p...

What is the difference between practical and statistical significance? A. Statistical significance is associated with p values, but practical significance is not. B. Practical significance is associated with p values, but statistical significance is not. C. There is no difference. D. Neither A nor B is true.

Research Method What is the difference between statistical significance and clinical significance? Search the literature and...

Research Method What is the difference between statistical significance and clinical significance? Search the literature and cite at least one or two examples that illustrate the differences between the two.

Explain the difference between statistical significance and economic significance of OLS estimates?

Which statistical tests would be used to determine statistical significance, and which statistical tests would be...

Which statistical tests would be used to determine statistical significance, and which statistical tests would be used to determine the variance from a population mean? Give a brief description of their key differences.

Explain the difference between statistical and practical significance. Explain the difference between the null and alternative...

Explain the difference between statistical and practical significance. Explain the difference between the null and alternative hypotheses. When should a one-tailed test be used? What are the disadvantages to using a one-tailed test? When should you use a two-tailed test? Define a Type I error. In the behavioral sciences, what is the likelihood of a Type I error? Define a Type II error. In the behavioral sciences, what is the likelihood of a Type II error?

Question