In: Statistics and Probability
An experiment on memory was performed, in which 16 subjects were
randomly assigned to one of two groups, called "Sentences" or
"Intentional". Each subject was given a list of 50 words. Subjects
in the "Sentences" group were told to form multiple sentences, each
using at least two words from the list, and to keep forming
sentences until all the words were used at least once. Subjects in
the "Intentional" group were told to spend five minutes memorizing
as many of the 50 words as possible. Subjects from both groups were
then asked to write down as many words from their lists as they
could recall. The data are in the table below.
Number of words recalled |
||||||||
"Sentences" group |
31 |
33 |
27 |
35 |
32 |
32 |
30 |
28 |
"Intentional" group |
35 |
35 |
32 |
30 |
33 |
33 |
33 |
36 |
Enter this data into JMP in "long form" (e.g. each column should be
a variable and each row should be an
observation).
IMPORTANT: to format this data correctly, you need to think about
what your two variables are (they are not 'Sentences' and
'Intentional'). You may want to look at how the deflategate data
are formatted if you have trouble figuring this out.
We are interested in determining if there is a significant
difference in the average number of words recalled for subjects in
the "sentences" group vs. subjects in the "intentional" group,
using α = 0.05. Use JMP to answer the questions below, and
round all answers to three decimal places.
a. Enter the values for the following statistics:
xsentences = 31
ssentences = 2.619
xintentional = 33.375
sintentional = 1.923
(xsentences - xintentional)
= -2.375
standard error of (xsentences -
xintentional)
= (you
have to use 'Analyze / Fit Y by X' to get JMP to calculate
this)
test statistic: t =
p-value =
c. Report the 95% confidence interval JMP gives for
μsentences -
μintentional
Lower bound =
Upper bound =
Using Minitab:
Click Stat > Basic Statistics > Paired t... on the top menu, as shown below:
You will be presented with the following Paired t (Test and Confidence Interval) dialogue box:
Enter one related group. You will end up with the dialogue box shown below:
Click the OK button. The output that Minitab produces is shown below.
test statistic: t = -1.78
P-Value = 0.119
95% confidence interval JMP gives for
μsentences -
μintentional
Lower bound = -5.53
Upper bound = 0.78
Hope this will be helpful. Thanks and God Bless You :)