In: Statistics and Probability
Current Age and Age First Diagnosed
1. What is the correlation coefficient (rounded to two decimal places) between Current Age and the Age First Diagnosed?
2. Is the relationship between Current Age and Age First Diagnosed positive or negative?
3. Is the relationship between Current Age and Age First Diagnosed weak, moderate, or strong?
Current Age | Age First Diagnosed |
39 | 25 |
38 | 30 |
38 | 32 |
51 | 29 |
53 | 45 |
49 | 32 |
36 | 18 |
44 | 22 |
42 | 40 |
54 | 21 |
46 | 23 |
47 | 19 |
44 | 36 |
43 | 19 |
34 | 22 |
15 | 14 |
32 | 18 |
18 | 17 |
49 | 33 |
16 | 14 |
52 | 25 |
28 | 12 |
40 | 38 |
40 | 25 |
41 | 35 |
15 | 12 |
18 | 15 |
18 | 18 |
16 | 13 |
1.
The given data is,
the intermediate calculations are,
the final calculations are,
Result Details & Calculation
X Values
∑ = 1056
Mean = 36.414
∑(X - Mx)2 = SSx = 4673.034
Y Values
∑ = 702
Mean = 24.207
∑(Y - My)2 = SSy = 2344.759
X and Y Combined
N = 29
∑(X - Mx)(Y - My) = 2236.517
R Calculation
r = ∑((X - My)(Y - Mx)) / √((SSx)(SSy))
r = 2236.517 / √((4673.034)(2344.759))
= 0.6757
2.
The relationship between Current Age and Age First Diagnosed is positive.
3.
The relationship between Current Age and Age First Diagnosed is moderate.