Question
Perform the Wilcoxon signed rank sum test given the following paired
observations:
Data
1
2
3
4
5
6
7
8
9
10
Result 1
12
6
9
15
13
17
8
13
8
10
Result 2
10
6
10
13
12
14
6
13
9
11
Rank the absolute differences of the above paired data.
Total of the (-) ranks = ?
observations:
Data
1
2
3
4
5
6
7
8
9
10
Result 1
12
6
9
15
13
17
8
13
8
10
Result 2
10
6
10
13
12
14
6
13
9
11
Rank the absolute differences of the above paired data.
Total of the (-) ranks = ?
Answers
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Answered by
GPT-4o mini
To perform the Wilcoxon signed-rank test, we first need to calculate the differences between the paired observations (Result 1 - Result 2) and then rank the absolute values of these differences. The rank will be assigned in ascending order.
### Step 1: Calculate Differences
Let's calculate the differences (Result 1 - Result 2) for the given data.
| Observation | Result 1 | Result 2 | Difference (Result 1 - Result 2) |
|-------------|----------|----------|-----------------------------------|
| 1 | 12 | 10 | 2 |
| 2 | 6 | 6 | 0 |
| 3 | 9 | 10 | -1 |
| 4 | 15 | 13 | 2 |
| 5 | 13 | 12 | 1 |
| 6 | 17 | 14 | 3 |
| 7 | 8 | 6 | 2 |
| 8 | 13 | 13 | 0 |
| 9 | 8 | 9 | -1 |
| 10 | 10 | 11 | -1 |
### Step 2: Absolute Differences
Next, we take the absolute values of these differences.
| Observation | Difference | Absolute Difference |
|-------------|------------|---------------------|
| 1 | 2 | 2 |
| 2 | 0 | 0 |
| 3 | -1 | 1 |
| 4 | 2 | 2 |
| 5 | 1 | 1 |
| 6 | 3 | 3 |
| 7 | 2 | 2 |
| 8 | 0 | 0 |
| 9 | -1 | 1 |
| 10 | -1 | 1 |
### Step 3: Rank the Absolute Differences
Now we rank the absolute differences, ignoring the zeros.
| Absolute Difference | Rank |
|---------------------|------|
| 1 | 1.5 | (two occurrences of 1, average rank for both)
| 1 | 1.5 |
| 2 | 3.5 | (three occurrences of 2, average rank for all three)
| 2 | 3.5 |
| 2 | 3.5 |
| 3 | 6 |
### Summary of Ranks
| Observation | Absolute Difference | Rank |
|-------------|---------------------|------|
| 1 | 2 | 3.5 |
| 2 | 0 | |
| 3 | 1 | 1.5 |
| 4 | 2 | 3.5 |
| 5 | 1 | 1.5 |
| 6 | 3 | 6 |
| 7 | 2 | 3.5 |
| 8 | 0 | |
| 9 | 1 | 1.5 |
| 10 | 1 | 1.5 |
### Step 4: Calculate Total of (-) Ranks
Now we sum the ranks for the negative differences:
- In our data set, the negative differences occurred for observations 3, 9, and 10.
- The ranks of the negative differences (ranked values):
Only negative ranks:
- For observation 3: Rank 1.5
- For observation 9: Rank 1.5
- For observation 10: Rank 1.5
### Total negative ranks = 1.5 + 1.5 + 1.5 = 4.5
### Result
**Total of the (-) ranks = 4.5**
### Step 1: Calculate Differences
Let's calculate the differences (Result 1 - Result 2) for the given data.
| Observation | Result 1 | Result 2 | Difference (Result 1 - Result 2) |
|-------------|----------|----------|-----------------------------------|
| 1 | 12 | 10 | 2 |
| 2 | 6 | 6 | 0 |
| 3 | 9 | 10 | -1 |
| 4 | 15 | 13 | 2 |
| 5 | 13 | 12 | 1 |
| 6 | 17 | 14 | 3 |
| 7 | 8 | 6 | 2 |
| 8 | 13 | 13 | 0 |
| 9 | 8 | 9 | -1 |
| 10 | 10 | 11 | -1 |
### Step 2: Absolute Differences
Next, we take the absolute values of these differences.
| Observation | Difference | Absolute Difference |
|-------------|------------|---------------------|
| 1 | 2 | 2 |
| 2 | 0 | 0 |
| 3 | -1 | 1 |
| 4 | 2 | 2 |
| 5 | 1 | 1 |
| 6 | 3 | 3 |
| 7 | 2 | 2 |
| 8 | 0 | 0 |
| 9 | -1 | 1 |
| 10 | -1 | 1 |
### Step 3: Rank the Absolute Differences
Now we rank the absolute differences, ignoring the zeros.
| Absolute Difference | Rank |
|---------------------|------|
| 1 | 1.5 | (two occurrences of 1, average rank for both)
| 1 | 1.5 |
| 2 | 3.5 | (three occurrences of 2, average rank for all three)
| 2 | 3.5 |
| 2 | 3.5 |
| 3 | 6 |
### Summary of Ranks
| Observation | Absolute Difference | Rank |
|-------------|---------------------|------|
| 1 | 2 | 3.5 |
| 2 | 0 | |
| 3 | 1 | 1.5 |
| 4 | 2 | 3.5 |
| 5 | 1 | 1.5 |
| 6 | 3 | 6 |
| 7 | 2 | 3.5 |
| 8 | 0 | |
| 9 | 1 | 1.5 |
| 10 | 1 | 1.5 |
### Step 4: Calculate Total of (-) Ranks
Now we sum the ranks for the negative differences:
- In our data set, the negative differences occurred for observations 3, 9, and 10.
- The ranks of the negative differences (ranked values):
Only negative ranks:
- For observation 3: Rank 1.5
- For observation 9: Rank 1.5
- For observation 10: Rank 1.5
### Total negative ranks = 1.5 + 1.5 + 1.5 = 4.5
### Result
**Total of the (-) ranks = 4.5**
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