T-Distribution and confidence interval)

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SUMMARY

The discussion centers on the discrepancies between a student's solution and the textbook's solution regarding confidence intervals using the t-distribution. The student identifies a potential error in the textbook, specifically questioning why the confidence interval is cut to 2 instead of 1/3 as instructed. The calculations provided indicate that if the interval is to be reduced to one third, the sample size should increase significantly, while the t-test would require a slightly smaller sample size due to the reduction in the t-value as n increases. The consensus is that the textbook question may be flawed, leading to confusion in the solutions.

PREREQUISITES
  • Understanding of t-distribution and its application in confidence intervals
  • Knowledge of statistical terms such as standard deviation and sample size
  • Familiarity with the formula for margin of error: E = ± zα/2(σ/√N)
  • Basic proficiency in hypothesis testing and sample size determination
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  • Review the concept of confidence intervals and their calculation using the t-distribution
  • Study the implications of sample size adjustments in statistical tests
  • Learn about the differences between z-tests and t-tests in hypothesis testing
  • Explore common errors in statistical textbooks and how to identify them
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Students in statistics courses, educators teaching statistical methods, and professionals involved in data analysis who seek clarity on confidence intervals and t-distribution applications.

Willjeezy
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I have a question I've been working on and I've noticed that my solution differs from the textbook solution. I would have considered it a mistake, but the next 4 questions are similar with the same solution "mistake"?

Aside from not converting the % to 0.885, I am wondering about part b. It says to cut the confidence interval to one third; in the solution they cut it to 2, why is that?

(oddly enough, in the next question, they ask to cut the confidence interval to 1/2 but use 1/3 in the solution)

is there something I am not understanding?

question.png
solution.png
 
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That all seems good. It appears that there is a problem in the question itself. Either it is asking to shrink your interval to 1/3 of its size or 1/2 of its size.
The process they outlined seems reasonable.
If you were not using a t test, it would be simpler...
## E = \pm z_{\alpha/2}\frac{\sigma}{\sqrt{N}}##
## E/3 = \pm z_{\alpha/2}\frac{\sigma}{\sqrt{N_2}}##
So N_2 would be 9*N, or an increase of 8*N.
With the t-test, you should need slightly fewer, since you reduce the size of your ##t_{\alpha/2, n-1} ## term as n increases.

Not changing the percent to decimal does not affect the solution, since the units for the standard deviation and the mean were the same (%).
 
RUber said:
That all seems good. It appears that there is a problem in the question itself. Either it is asking to shrink your interval to 1/3 of its size or 1/2 of its size.
The process they outlined seems reasonable.
If you were not using a t test, it would be simpler...
## E = \pm z_{\alpha/2}\frac{\sigma}{\sqrt{N}}##
## E/3 = \pm z_{\alpha/2}\frac{\sigma}{\sqrt{N_2}}##
So N_2 would be 9*N, or an increase of 8*N.
With the t-test, you should need slightly fewer, since you reduce the size of your ##t_{\alpha/2, n-1} ## term as n increases.

Not changing the percent to decimal does not affect the solution, since the units for the standard deviation and the mean were the same (%).

Yah the process seemed similar to mine, but I wasnt sure why in the solution the cut the interval in half instead of 1/3

So its safe to say that its wrong, and if i was asked to cut by 1/3, it should be 0.42/3 and not 0.42/2, correct?
 
Right. The question does not seem to match te posted solution.
 

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