Math Problem Statement
Solution
Let's go through each part of this question based on the provided image.
The problem describes the cholesterol levels of women as following a normal distribution with:
- Mean () = 188 mg/dL
- Standard deviation () = 29 mg/dL
Part a)
The correct answer for drawing and labeling the Normal model is marked as C in the image. This figure represents the mean (188 mg/dL) in the center and marks each standard deviation interval (68%, 95%, and 99.7%) symmetrically around the mean.
Part b)
For this part, we are asked:
What percent of women do you expect to have cholesterol levels over 210 mg/dL?
To solve this:
-
Find the z-score for 210 mg/dL:
-
Use a z-table or calculator to find the probability for .
- The probability for is approximately 0.7764.
- Since we want the percentage above 210 mg/dL, we calculate , or 22.36%.
So, the answer is 22.36%.
Part c)
What percent of women do you expect to have cholesterol levels between 150 mg/dL and 170 mg/dL?
To solve this:
-
Calculate the z-score for 150 mg/dL:
-
Calculate the z-score for 170 mg/dL:
-
Use a z-table or calculator to find the probabilities:
- For , the probability is approximately 0.0951.
- For , the probability is approximately 0.2676.
-
Find the percentage of women between 150 mg/dL and 170 mg/dL: So, the answer is approximately 17.25%.
If you need further details on any calculation or have more questions, feel free to ask!
Related Questions to Consider:
- What is the probability of cholesterol levels being below 150 mg/dL?
- How would the percentages change if the standard deviation was different?
- What cholesterol level corresponds to the top 5% of women in this distribution?
- How would you interpret a z-score of 1.5 in this context?
- How can the Empirical Rule be applied to estimate probabilities without calculating exact values?
Tip:
Always remember that in a normal distribution, about 68% of values fall within one standard deviation of the mean, 95% within two, and 99.7% within three. This can help you estimate probabilities quickly.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Z-scores
Probability
Formulas
Z-score formula: z = (X - μ) / σ
Percentage above a given value using: 1 - P(Z <= z)
Percentage between two values: P(Z <= z2) - P(Z <= z1)
Theorems
Empirical Rule
Properties of Normal Distribution
Suitable Grade Level
College Level
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