Math 210
Laboratory 14
Testing Population Means and Proportions
In this lab we will be conducting significance tests for population
means and proportions.
- Is the normal body temperature of a human less than 98.6
degrees? After taking the temperature of his children many times,
the author of this lab noticed that if his kids were well, their body
temperature was always less than 98.6 degrees (what is often considered
normal.) In fact, if was often much less than 98.6. He
wondered if he just had "cool" kids or in fact what we think of as
nomal was not. Let's see if we can get statistics to answer this
question. A data set containing the body
temperatures
and heart rate for 65 men and 65 women can be found here.
We will
use this data set
to
answer the questions: "Is the mean human body temperature less
than 98.6 degrees Fahrenheit?"
- Make a histogram of the data. (Graph >
Histogram > Simple) Does 98.6 degrees appear to be in
the center of the distribution, left of center, or right of center?
- Find the mean and median body temperature for the 130
individuals. (Stat > Basic
Statistics
>
Display Descriptive Statistics.)
- Based on your answers to the previous two questions, do you
think that we can infer that the mean body temperature of all humans is
less than 98.6 degrees?
- Complete a t test to
see if the mean body
temperature for
humans is less than 98.6 degrees Fahrenheit. Report
the hypotheses, t-statistic, P-value,
and conclusion. (Stat > Basic
Statistics > 1-Sample
t. Put Temp in the Sample from Columns box, 98.6 in
the Test Mean box, and click on Options and choose less than for the
alternative hypothesis.)
- For the next part of the lab, we will look at weights of
coffee.
Ten samples of "half pound" bags of hazelnut coffee from a local
coffee
house
were weighed. The results, in pounds, are found here.
- Find the sample mean and standard deviation for the coffee data.
- Using the coffee data, determine if the population mean of all
hazelnut
coffee has a mean weight less than the label weight of 0.5
pounds.
Report the hypotheses, t-statistic,
P-value,
and conclusion (write the conclusion
out in words using no symbols.) (Stat > Basic
Statistics > 1-Sample t. Put in 0.5 for the Test Mean,
click
on options and choose the appropriate alternative hypothesis.)
- What is it about this coffee data set that made it more
difficult to conclude the alternative hypothesis than with the body
temperature data set?
- Do you wash your hands after you use the restroom? You
probably should for many reasons. But do most people?
Statistics students set out to find the answer. They observed 76
people using public restrooms and found that 41 of them washed their
hands. Let's assume this is a simple random sample of all people
using a public restroom. (Perhaps this is a big
assumption.) In this sample, 34 were women and 23 of these washed
their hands.
- Determine if a majority of all people wash their hands after
using a public restroom. Report the hypotheses, P-value,
and conclusion (write the conclusion
out in words using no symbols.) (Stat > Basic
Statistics > 1-Proportion. Click on summerized data
and put in the appropriate information. Click on Options and pick
the appropriate alternative hypothesis.)
- Determine if a majority of women wash their hands after using a
public restroom. Report the hypotheses, P-value,
and conclusion.