Question
Jan Villaroel
Topic: Statistics Posted 1 year ago
A report on consumer financial literacy summarized data from a representative sample of 2,002 adult Americans. When asked if they typically carry

A report on consumer financial literacy summarized data from a representative sample of 2,002 adult
Americans. When asked if they typically carry credit card debt from month to month, 844 of these people
responded "yes.

(a) Use the given information to estimate the proportion of adult Americans who carry credit card debt
from month to month. (Round your answer to three decimal places.)

(b) Verify that the conditions needed in order for the margin of error formula to be appropriate are met.
The condition that the sample is a random sample from the population of interest or the sample is
selected in a way that should result in a representative sample is ______ . The condition
that the sample size is large is _________

(c) Calculate the margin of error. (Round your answer to three decimal places.)

(d) Interpret the margin of error in the context of this problem.

It is likely that the estimated proportion of adult Americans who carry credit card debt from
month to month differs from the true population proportion by the value calculated in part
(c).
It is unlikely that the estimated proportion of adult Americans who carry credit card debt
from month to month differs from the true population proportion by less than the value
calculated in part (c).
It is impossible that the estimated proportion of adult Americans who carry credit card debt
from month to month differs from the true population proportion by more than the value
calculated in part (c).
It is impossible that the estimated proportion of adult Americans who carry credit card debt
from month to month differs from the true population proportion by less than the value
calculated in part (c).
It is unlikely that the estimated proportion of adult Americans who carry credit card debt
from month to month differs from the true population proportion by more than the value
calculated in part (c).



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Koala Tutor
Nov 28, 2023
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(a) The estimated proportion of adult Americans who carry credit card debt from month to month is 844/2002 = 0.421.

(b) The condition that the sample is a random sample from the population of interest or the sample is selected in a way that should result in a representative sample is met. The condition that the sample size is large is also met, as the sample size of 2,002 is considered large.

(c) The margin of error can be calculated using the formula:
Margin of error = Critical value * Standard deviation, where the critical value is based on the desired confidence level and the standard deviation is estimated using the sample proportion.

(d) The margin of error represents the maximum likely difference between the estimated proportion and the true population proportion. In this case, it indicates the range within which we can be reasonably confident that the true proportion of adult Americans who carry credit card debt from month to month lies.

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