6. For this step, please work under the assumption that we do
not know the population mean and standard deviation (and in fact,
if we are running this test, it means that we are not sure of these
values). Construct a 95% confidence interval for the average height
of a female. Interpret this confidence interval. HINT: You can use
the “with data” option in StatCrunch to do this calculation.
7. It is a researcher’s belief that the average height of females
has increased since the average value of 65 inches was reported.
Using the sample of 30 female heights, conduct a hypothesis test at
the .05 level that tests whether or not this researcher might be
correct. You must state the null and alternative hypotheses as well
as the p-value and an interpretation of what this means. HINT: You
can use the “with data” option in StatCrunch to do this
calculation.
8. How do the results from steps 6 and 7 relate to one another?
HINT: does the true mean (given above these steps) lie in the
interval found in step 6? How is this confirmed by the result in
step 7
Height (in Inches) | Name |
72.44 | Emma |
67.53 | Olivia |
66.71 | Ava |
62.02 | Isabella |
73.89 | Sophia |
65.95 | Mia |
65.83 | Charlotte |
64.15 | Amelia |
65.39 | Evelyn |
59.68 | Abigail |
64.24 | Harper |
66.60 | Emily |
65.40 | Elizabeth |
64.72 | Avery |
67.11 | Sofia |
61.97 | Ella |
62.83 | Madison |
67.20 | Scarlett |
66.62 | Victoria |
68.78 | Aria |
66.13 | Grace |
64.47 | Chloe |
66.64 | Camila |
62.39 | Penelope |
63.90 | Riley |
62.97 | Layla |
59.31 | Lillian |
66.14 | Nora |
67.54 | Zoey |
63.45 | Mila |
6)
calculate mean and standard deviation of the data given
sample mean 'x̄= | 65.4 | |
sample size n= | 30 | |
sample std deviation s= | 3.1125 | |
std error 'sx=s/√n= | 0.5683 | |
for 95% CI; and 29 df, value of t= | 2.045229642 | |
margin of error E=t*std error = | 1.162226601 | |
lower bound=sample mean-E = | 64.2377734 | |
Upper bound=sample mean+E = | 66.5622266 | |
from above 95% confidence interval for population mean =(64.2378,66.5622) |
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