A sleep habits survey answered by 26 randomly selected New Y
A \"sleep habits\" survey answered by 26 randomly selected New Yorkers contained the question \"How much sleep do you get per night?\" The sample average was 7.8 hours, with a corresponding sample standard deviation of 0.8 hours. Conduct a hypothesis test to see if there is evidence that New Yorkers (who live, after all, in \"the city that never sleeps\") on average get less than 8 hours of sleep per night, using =0.05.
t critical value = ???_____
t test statistic = ???____
Note: Round your answer to 2 decimal precision
What is probability that we would obtain a test statistic at least this extreme if the population mean sleep time for New Yorkers was not less than 8 hours per night?
Note: Round your answer to 4 decimal precision
At a level of significance of 0.05, the data
---Select--- A. provides enough...
B. Does not provide enough...
...provides enough does not provide enough evidence to suggest that New Yorkers on average get less than 8 hours of sleep per night
Solution
Formulating the null and alternative hypotheses,
Ho: u >= 8
Ha: u < 8
As we can see, this is a left tailed test.
Thus, getting the critical t,
df = n - 1 = 25
tcrit = -1.708140761 [ANSWER, T CRITICAL]
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Getting the test statistic, as
X = sample mean = 7.8
uo = hypothesized mean = 8
n = sample size = 26
s = standard deviation = 0.8
Thus, t = (X - uo) * sqrt(n) / s = -1.274754878 [ANSWER, T TEST STATISTIC]
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Also, the p value is
p = 0.10705854 [ANSWER, PROBABILITY]
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OPTION B: DOES NOT PROVIDE ENOUGH evidence to suggest that New Yorkers on average get less than 8 hours of sleep per night.
