Inferential Statistics To Analyze Data
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Analyze data using inferential statistics for your previously defined survey questions.
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Note: Be sure to complete Assessment 3 before completing this assessment.
In Assessment 1, you documented typical responses to your survey, along with your question formulations. You did not know it at the time, but you were hypothesizing about the future survey results. Now that you have survey data, you can go back and apply the tools of inferential statistics to test your hypotheses.
For this assessment, analyze data using inferential statistics for your previously defined survey questions. Before you begin your analysis, note the following:
When determining the two hypotheses for each question, how do you know what to compare the population parameter to? Honestly, we do not know, but we can make an educated guess. First, since we have sample proportions and means to consider, remember that the sample statistics always support the alternative hypothesis. Why? Hypothesis testing always tries to reject the null hypothesis; thus, we must have some evidence (the sample statistics) that the alternative is correct. Outside of this requirement, feel free to use any logical value in your hypothesis test.
A few notes, however:
Inferential Statistics to Analyze Data Scoring Guide
| ACTIVITY |
|---|
| Compute 95% confidence intervals correctly for multiple variables in a study. |
| Derive appropriate conclusions based upon calculated confidence intervals for a study. |
| Choose appropriate hypothesis tests based upon the context of the questions asked. |
| Specify correct null and alternative hypotheses. |
| Calculate hypothesis tests correctly for multiple questions in a study. |
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