Assume the cholesterol levels of adult American women can be described by a Normal model with a mean of 188 mg/dL and a standard deviation of 24.
B. What percent of adult women do you expect to have cholesterol levels below 185 mg/dL? C. Below what value is the lowest 5% of women’s cholesterol levels? D. Estimate the interquartile range of the cholesterol levels. |
Answer:
Given,
Mean = 188
Standard deviation = 24
b)
P(X < 185) = P((x-u)/s < (185 - 188)/24)
= P(z < - 0.125)
= 0.4502618 [since from z table]
= 0.4503
c)
P(X < x) = 095
P(Z < z) = 0.95
since from standard z table
z = 1.64
consider,
z = (x - u)/s
substitute values
1.64 = (x - 188)/24
x = 227.36
d)
Consider,
z = (x - u)/s
At 25th percentile, z = - 0.68
- 0.68 = (x - 188)/24
x = 171.68
At 75th percentile, z = 0.67
so,
0.67 = (x - 188)/24
x = 204.08
IQR = 75th - 25th percentile
= 204.08 - 171.68
= 32.4
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