In: Statistics and Probability
A poll of a random sample of 1500 adults reported that respondents slept an average of 6.5 hours on weekdays and 7.2 hours on weekends, and that 22% of respondents got eight or more hours of sleep on weekdays, whereas 44% got eight or more hours of sleep on weekends. Complete parts a and b below.
a. To compare the means or the percentages using inferential methods, should you treat the samples on weekdays and weekends as independent samples or as dependent samples? Explain.
The samples should be treated as
independent OR dependent
because each person
is OR is not
included in both samples.
b. To compare these results to polls of other people taken in previous years, should you treat the samples in the two years as independent samples or as dependent samples? Explain.
The samples should be treated as
dependent OR independent
because each person
is OR is not
included in both samples.
Answer:
Given data
The average sleep of the respondents in weekends = 7.2 hours
The average sleep of the respondents in weekdays = 6.5 hours
n = 1500
(a)To compare the means or the percentages using inferentialmethods, should you treat the samples on weekdays and weekends as independent samples or as dependent samples:
Answer:
The goal is to gather whether the examples on weekdays and weekends are independent or dependent.
Two samples are said to be independent if one isn't influenced by the other.The tests might be from a similar population or from various populations.Here the sample is gathered for similar people on weekdays and weekends.Therefore the sample can be said as a paired sample.Hence the sample are dependent since sleep on weekdays and sleep on weekends has some impact on each other.
(b) To compare these results to polls of other people taken in previous years, should you treat the samples in the two years as independent samples or as dependent samples:
Answer:
The point is to induce whether the samples taken in various years regarding the results of polls of others are independent or dependent.
The samples taken in various years of others are independent since polls of other people taken in earlier years had no impact on the polls of individuals taken in current year.Therefore in this case it can be conclude that the samples are independent.