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Must use R studio : need computation process for computation questions You run a personality inventory on 15 people and assess each person's level of
Must use R studio : need computation process for computation questions
- You run a personality inventory on 15 people and assess each person's level of "open-mindedness". The ratings range from 1 (not at all open-minded) to 100 (completely open minded). You get the following data -
Participant | Rating |
1 | 94 |
2 | 65 |
3 | 46 |
4 | 79 |
5 | 69 |
6 | 12 |
7 | 67 |
8 | 22 |
9 | 47 |
10 | 79 |
- Compute the mean, median and mode for the data
- Compute the standard deviation (population and sample)
- Which standard deviation is the more appropriate one to use? Why?
- What r command would you use to compute the variance of the data?
- You are asked to analyze data from a study that looked at the association between an organizational self-rating ("how organized would you rate yourself?") and social network (how many "friends" would you say you currently have at this moment?") for 15 people. The data is -
Participant | Organizational Self Rating | Number of Friends |
1 | 9 | 14 |
2 | 81 | 12 |
3 | 57 | 6 |
4 | 59 | 9 |
5 | 51 | 5 |
6 | 48 | 19 |
7 | 32 | 16 |
8 | 82 | 7 |
9 | 44 | 17 |
10 | 19 | 20 |
11 | 10 | 15 |
12 | 54 | 13 |
13 | 20 | 11 |
14 | 18 | 3 |
15 | 15 | 4 |
- Run a correlation on the data. What's Pearson's r?
- Interpret the data
- Relist the correlation by rank order below
Participan t | Organizational Self Rating | Organizational Self Rating, Rank | Number of Friends | Number of Friends, Rank |
1 | 9 | 1 | 14 | 10 |
2 | 81 | 14 | 12 | 8 |
3 | 57 | 12 | 6 | 4 |
4 | 59 | 13 | 9 | 6 |
5 | 51 | 10 | 5 | 3 |
6 | 48 | 9 | 19 | 14 |
7 | 32 | 7 | 16 | 12 |
8 | 82 | 15 | 7 | 5 |
9 | 44 | 8 | 17 | 13 |
10 | 19 | 5 | 20 | 15 |
11 | 10 | 2 | 15 | 11 |
12 | 54 | 11 | 13 | 9 |
13 | 20 | 6 | 11 | 7 |
14 | 18 | 4 | 3 | 1 |
15 | 15 | 3 | 4 | 2 |
- Looking at the data, what do you anticipate about a Spearman's correlation analysis?
- Run a Spearman's correlation. What is the output?
- How does it compare to Pearson's r?
- Create a scatter plot of the original data
- Using lm, find the linear model for the best fit line. What is the value of the slope?
What is the value of the intercept?
- Using ABline, place trendline on your scatterplot
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