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Question 8
In a school all First Years sat a common maths exam. The results, in integer values, were normally distributed with a mean of 176 marks and a standard deviation of 3... show full transcript
Step 1
Answer
To find the minimum mark needed for the top 10% of students who are progressing, we need to find the z-score that corresponds to the 90th percentile.
Using the standard normal distribution, the z-score for the 90th percentile is approximately 1.28.
We can use the formula:
Substituting in the values:
Since marks are in integers, we round this to the next whole number. Thus, the minimum mark needed to progress is 223.
Step 2
Answer
To find the percentage of students who received the Certificate of Merit, we need to calculate the probability of students scoring between 165 and 210 marks.
First, we find the z-scores for both marks:
For 165 marks:
For 210 marks:
Next, we look up these z-scores in a standard normal distribution table or use a calculator:
Now, to find the percentage of students with marks between 165 and 210:
Thus, approximately 44.61% of First Years received the Certificate of Merit.
Step 3
Answer
To find the test statistic, we will calculate the z-score for the sample mean of 19.8 hours.
Using the formula: Where:
Now substituting the values:
Thus, the test statistic (z-score) is approximately -1.787.
Step 4
Answer
To find the p-value associated with the z-score of -1.787, we look it up in the z-table:
A z-score of -1.787 corresponds to a left-tailed probability of approximately 0.0372. Since we are performing a two-tailed test:
Since the p-value (0.0744) is greater than the significance level of 0.05, we fail to reject the null hypothesis.
Conclusion: There is not enough evidence to say that the claim in the news report is incorrect.
Step 5
Answer
To find this probability, we use the concept of conditional probability. The first three keys drawn must be from the other categories (classroom or science).
The probability of drawing 3 non-office keys in succession is:
Thus, the overall probability is:
Therefore, the probability that the 4th key drawn is the first office key drawn is approximately 0.1152.
Step 6
Answer
For this question, since we are drawing 3 keys without replacement, we will consider all the combinations:
The probability can thus be calculated as:
Now we calculate:
Therefore, the probability that one of them is for a general classroom, one is for a science lab, and one is for an office is approximately 0.2033.
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