Statistics and Probability - Normal Distribution
1. What is the total area under a normal distribution curve?
A. 0 B. 0.5 C. 1 D. 2
2. Which measure is at the center of a normal distribution?
A. Mode B. Mean C. Median D. All of the above
3. What shape best describes the normal curve?
A. S-shaped B. Zigzag C. Bell-shaped D. Line
4. What does it mean when a curve is asymptotic?
A. It touches the x-axis B. It intersects the y-axis C. It approaches the x-axis but never touches it D. It forms
a square
5. Which value indicates a perfectly symmetrical distribution?
A. Mean = 0 B. Mode = 0 C. Skewness = 0 D. Median = 0
6. What is the z-score formula for population data?
A. z = (X - x)/s B. z = (X - )/ C. z = ( - X)/ D. z = (X + )/
7. If the mean is 100 and the standard deviation is 10, what is the z-score of 120?
A. 1 B. 2 C. 0.2 D. -2
8. What is the z-score for X = 85, = 100, = 5?
A. 3 B. -3 C. 2 D. -2
9. If z = 0, where is the corresponding value located?
A. Far left of the curve B. Center of the curve C. Far right of the curve D. Undefined
10. What area corresponds to z = 1.00 from the z-table?
A. 0.3413 B. 0.4772 C. 0.5000 D. 0.8413
11. What is the probability notation for finding area to the right of z = 1.5?
A. P(z < 1.5) B. P(z = 1.5) C. P(z > 1.5) D. P(1 < z < 5)
12. Which of the following areas is equivalent to the 95th percentile?
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Statistics and Probability - Normal Distribution
A. 0.5000 B. 0.6450 C. 0.9500 D. 1.0000
13. What is the approximate z-value for the 70th percentile?
A. 0.13 B. 0.52 C. 0.67 D. 0.87
14. What is the area between z = -1 and z = 1?
A. 0.3413 B. 0.6826 C. 0.5000 D. 0.9544
15. Which of the following statements is TRUE?
A. P(z = 1.0) > 0 B. P(z > 0) = 1 C. P(z = 1.0) = 0 D. P(z < 0) = 0
16. A student scored 112 on a test with = 100 and = 4. What is the z-score?
A. 3 B. 4 C. 2 D. 1.5
17. What percentile corresponds to a z-score of 1.28?
A. 79th B. 80th C. 90th D. 99th
18. What is the probability that z is between -2 and 2?
A. 0.4772 B. 0.6826 C. 0.9544 D. 0.9986
19. Which property is NOT true of a normal distribution?
A. It is bell-shaped B. It is skewed left C. Mean = Median = Mode D. Total area under the curve is 1
20. The width of the normal curve is determined by:
A. The number of data points B. The sample size C. The mean D. The standard deviation
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