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This is a Korean CSAT mathematics multiple-choice problem. Solve it and put only the correct choice symbol, one of ①, ②, ③, ④, ⑤, inside \boxed{}.
Problem 26 A population is normally distributed with meanmand standard deviation 5. From this population, a random sample of size 36 is taken, and a 99% confidence interval for the population meanmis constructed using the sample mean. The resulting confidence in- terval is 1.2≤m≤a. Find the value ofa. (Here,Zdenotes a standard normal random variable, and use P(|Z| ≤2.58) = 0.99.) [3 points] ①5.1 ②5.2 ③5.3 ④5.4 ⑤5.5
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로그인 회원가입 You are solving a Korean CSAT mathematics problem. Reason carefully, but the final response must contain exactly one final answer inside \boxed{}.
For multiple-choice problems, put only one of ①, ②, ③, ④, ⑤ inside \boxed{}. For short-answer problems, put only the final integer inside \boxed{}. Do not use external tools.
Problem 26 A population is normally distributed with meanmand standard deviation 5. From this population, a random sample of size 36 is taken, and a 99% confidence interval for the population meanmis constructed using the sample mean. The resulting confidence in- terval is 1.2≤m≤a. Find the value ofa. (Here,Zdenotes a standard normal random variable, and use P(|Z| ≤2.58) = 0.99.) [3 points] ①5.1 ②5.2 ③5.3 ④5.4 ⑤5.5 더보기
We are given a normally distributed population with unknown mean 𝑚 m and known standard deviation 𝜎
5 σ=5. A random sample of size 𝑛
36 n=36 is taken, and a 99% confidence interval for 𝑚 m is constructed. The resulting interval is 1.2 ≤ 𝑚 ≤ 𝑎 1.2≤m≤a. We need to find 𝑎 a.
For a population with known standard deviation, the confidence interval for the mean is:
𝑥 ˉ ± 𝑧 𝛼 / 2 ⋅ 𝜎 𝑛 x ˉ ±z α/2
⋅ n
σ
where 𝑥 ˉ x ˉ is the sample mean, 𝑧 𝛼 / 2 z α/2
is the critical value from the standard normal distribution, 𝜎 σ is the population standard deviation, and 𝑛 n is the sample size.
Given:
𝜎
5 σ=5 𝑛
36 n=36 Confidence level = 99%, so 𝛼
0.01 α=0.01 and 𝑧 𝛼 / 2
𝑧 0.005 z α/2
=z 0.005
. We are told 𝑃 ( ∣ 𝑍 ∣ ≤ 2.58 )
0.99 P(∣Z∣≤2.58)=0.99, so 𝑧 0.005
2.58 z 0.005
=2.58.
Compute the standard error:
𝜎 𝑛
5 36
5 6 ≈ 0.8333 n
σ
= 36
5
= 6 5
≈0.8333
Compute the margin of error:
𝐸
𝑧 𝛼 / 2 ⋅ 𝜎 𝑛
2.58 ⋅ 5 6
12.9 6
2.15 E=z α/2
⋅ n
σ
=2.58⋅ 6 5
= 6 12.9
=2.15
The confidence interval is:
𝑥 ˉ − 𝐸 ≤ 𝑚 ≤ 𝑥 ˉ + 𝐸 x ˉ −E≤m≤ x ˉ +E
We are given the lower bound: 𝑥 ˉ − 𝐸
1.2 x ˉ −E=1.2. Therefore:
𝑥 ˉ
1.2 + 𝐸
1.2 + 2.15
3.35 x ˉ =1.2+E=1.2+2.15=3.35
Then the upper bound 𝑎 a is:
𝑎
𝑥 ˉ + 𝐸
3.35 + 2.15
5.5 a= x ˉ +E=3.35+2.15=5.5
Thus 𝑎
5.5 a=5.5, which corresponds to choice ⑤.
\boxed{⑤}
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Comparative Analysis (P25) (Average across runs)
Averages use reported measurements only. Missing usage is not treated as zero.