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Here are the probabilities for each z-score: Question z-score Probability 5 1.2800 0.100 6 -1.7300 0.958 7 -0.9200 0.821 8 2.5000 0.006 9 -0.6500 0.742
Here are the probabilities for each z-score:
Question | z-score | Probability |
---|---|---|
5 | 1.2800 | 0.100 |
6 | -1.7300 | 0.958 |
7 | -0.9200 | 0.821 |
8 | 2.5000 | 0.006 |
9 | -0.6500 | 0.742 |
Explanation:
andard Normal Distribution:
- Recall that the standard normal distribution (SND) is bell-shaped, symmetrical around a mean of 0 with a standard deviation of 1. It represents data where values closer to the mean are more likely, and the probability of extreme values decreases rapidly.
- Z-scores measure how many standard deviations a particular value is away from the mean. A z-score of 1.28 means the value is 1.28 standard deviations above the mean, and -1.73 means it's 1.73 standard deviations below.
Question 5: z-score Greater Than 1.28
Diagram:
- Draw a bell-shaped curve representing the SND.
- Mark the mean () at 0.
- Shade the area to the right of z = 1.28. This represents the probability of a reading greater than 1.28 standard deviations above the mean.
Probability Calculation:
- Using a z-score table or calculator, look up the area to the right of z = 1.28. This value is 0.1000 (to 4 significant figures).
- Therefore, the probability of a reading greater than 1.28 is 0.100 (to 3 significant figures).
Question 6: z-score Greater Than -1.73
Diagram:
- Draw the SND as in Question 5.
- Mark the mean () at 0.
- Shade the area to the right of z = -1.73. This represents the probability of a reading greater than -1.73 standard deviations below the mean (meaning it's above -1.73 standard deviations above the mean).
Probability Calculation:
- Look up the area to the right of z = -1.73. This value is 0.9599 (to 4 significant figures).
- Since the SND is symmetrical, the area to the left of z = 1.73 (which is what we're interested in) is the same as the area to the right of z = -1.73. So, the probability is also 0.9599 (to 4 significant figures), which rounds down to 0.960 (to 3 significant figures).
Question 7: z-score Less Than -0.92
Diagram:
- Draw the SND as in previous questions.
- Mark the mean () at 0.
- Shade the area to the left of z = -0.92. This represents the probability of a reading less than -0.92 standard deviations below the mean.
Probability Calculation:
- Look up the area to the left of z = -0.92. This value is 0.1841 (to 4 significant figures).
- The probability is therefore 0.184 (to 3 significant figures).
Question 8: z-score Less Than 2.50
Diagram:
- Draw the SND as usual.
- Mark the mean () at 0.
- Shade the area to the left of z = 2.50. This represents the probability of a reading less than 2.50 standard deviations below the mean.
Probability Calculation:
- Look up the area to the left of z = 2.50. This value is 0.9938 (to 4 significant figures).
- The probability is therefore 0.994 (to 3 significant figures).
Question 9: z-score Between -0.65 and 1.34
Diagram:
- Draw the SND as usual.
- Mark the mean () at 0.
- Shade the area between z = -0.65 and z = 1.34. This represents the probability of a reading falling within this range.
Probability Calculation:
- Look up the area to the left of z = 1.34. This value is 0.9114 (to 4 significant figures).
- Look up the area to the left of z = -0.65. This value is 0.7425 (to 4 significant figures).
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