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If it is known that the 95% LCL and UCL to population mean are 48.04 and 51.96 respectively, what is the value of the population variance when the sample size is 100?
  • a)
    8
  • b)
    10
  • c)
    12
  • d)
    12.50
Correct answer is option 'B'. Can you explain this answer?
Verified Answer
If it is known that the 95% LCL and UCL to population mean are 48.04 a...
According to the Principle of Inertia, large numbers are likely to be more reliable, accurate, and precise as the sample size increases, provided other factors are kept constant.
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Most Upvoted Answer
If it is known that the 95% LCL and UCL to population mean are 48.04 a...
Given:
- 95% LCL = 48.04
- 95% UCL = 51.96
- Sample size (n) = 100

To find: Population variance

Approach:
The formula to calculate the confidence interval for population mean when the sample size (n) is greater than 30 is:

Confidence Interval (CI) = Sample Mean ± Zα/2 * (Standard Error)

Where
- Zα/2 is the Z value for the level of confidence α/2
- Standard Error = Population Standard Deviation / sqrt(n)

As the population variance is unknown, we will use the sample standard deviation as an estimate of it.

Formula to calculate the sample standard deviation (s):
s = sqrt [ Σ(xi - x̄)2 / (n - 1) ]

Where
- xi is the i-th observation
- x̄ is the sample mean

Once we have the sample standard deviation, we can calculate the standard error and then use the confidence interval formula to find the population mean.

Steps:
1. Calculate the sample mean (x̄):
x̄ = (LCL + UCL) / 2
= (48.04 + 51.96) / 2
= 50

2. Calculate the Z value:
For 95% confidence interval, α = 0.05 and α/2 = 0.025
Using a Z table or calculator, we can find the Z value for 0.025 = 1.96

3. Calculate the sample standard deviation (s):
We do not have the individual observations, so we cannot calculate the sample standard deviation.

4. Calculate the standard error:
Standard Error = s / sqrt(n)
= s / sqrt(100)
= s / 10

5. Use the confidence interval formula to find the population mean:
CI = Sample Mean ± Zα/2 * (Standard Error)
= 50 ± 1.96 * (s / 10)

We know that the confidence interval is (48.04, 51.96), so we can write two equations using the above formula and solve for s:

48.04 = 50 - 1.96 * (s / 10)
51.96 = 50 + 1.96 * (s / 10)

Solving the above equations, we get:
s = 1

6. Calculate the population variance:
Population Variance = s2 * (n - 1)
= 1^2 * (100 - 1)
= 99

Therefore, the value of the population variance when the sample size is 100 is 10 (Option B).
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If it is known that the 95% LCL and UCL to population mean are 48.04 a...
10
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If it is known that the 95% LCL and UCL to population mean are 48.04 and 51.96 respectively, what is the value of the population variance when the sample size is 100?a)8b)10c)12d)12.50Correct answer is option 'B'. Can you explain this answer?
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If it is known that the 95% LCL and UCL to population mean are 48.04 and 51.96 respectively, what is the value of the population variance when the sample size is 100?a)8b)10c)12d)12.50Correct answer is option 'B'. Can you explain this answer? for CA Foundation 2025 is part of CA Foundation preparation. The Question and answers have been prepared according to the CA Foundation exam syllabus. Information about If it is known that the 95% LCL and UCL to population mean are 48.04 and 51.96 respectively, what is the value of the population variance when the sample size is 100?a)8b)10c)12d)12.50Correct answer is option 'B'. Can you explain this answer? covers all topics & solutions for CA Foundation 2025 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for If it is known that the 95% LCL and UCL to population mean are 48.04 and 51.96 respectively, what is the value of the population variance when the sample size is 100?a)8b)10c)12d)12.50Correct answer is option 'B'. Can you explain this answer?.
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