COMM 291 ASSIGNMENT 5 Fall 2014
Question # 00033440
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Updated on: 11/26/2014 12:13 AM Due on: 11/26/2014
Question 3 Small Business (7 points)
The director of a small business development center located in a mid-sized city is reviewing data
about its clients. In particular, shes interested in examining if the distribution of business owners
across the various stages of business life cycle is the same for white-owned and visible-minorityowned businesses. The data are shown in the table below:
Stages in Business
Planning
Starting
Managing
Getting Out
Business ownership
White-owned
Visible-minority-owned
11
9
14
11
20
2
15
1
a) Will you test goodness-of-fit or homogeneity (independence)? (.5 point)
b) Write the appropriate hypothesis. (.5 point)
c) Find the expected counts for each cell and explain why chi-square procedure are not
appropriate for this table. (1 point)
d) Create a new table by combining categories so that a chi-square procedure can be used. (1
point)
e) With this change in the table, what has happened to the degrees of freedom? (.5 point)
f) Test the hypothesis about the two groups and state the appropriate conclusion. (3.5 points)
Question 4 Seasonal spending (8 points)
Spending on credit cards decreases after the holiday spending season (as measured by amount
charged on a credit card in December). The data set in the file (Asst5_2014_Data.xlsx) contains
the monthly credit card charges of a random sample of 99 cardholders.
a) Check the conditions of a regression model for the dataset. (3.5 point)
b) Build a regression model to predict January spending from Decembers spending. (1 point)
c) How much, on average, will cardholders who charged $2000 in December charge in
January? (.5 point)
d) Give a 95% confidence interval for the average January charges of cardholders who charged
$2000 in December? (1.5 points)
e) From part d), give a 95% confidence interval for the average decrease in the charges of
cardholders who charged $2000 in December? (1 point)
f) What reservations, if any, do you have about the confidence intervals you made in part d)
and e)? (.5 point)
The director of a small business development center located in a mid-sized city is reviewing data
about its clients. In particular, shes interested in examining if the distribution of business owners
across the various stages of business life cycle is the same for white-owned and visible-minorityowned businesses. The data are shown in the table below:
Stages in Business
Planning
Starting
Managing
Getting Out
Business ownership
White-owned
Visible-minority-owned
11
9
14
11
20
2
15
1
a) Will you test goodness-of-fit or homogeneity (independence)? (.5 point)
b) Write the appropriate hypothesis. (.5 point)
c) Find the expected counts for each cell and explain why chi-square procedure are not
appropriate for this table. (1 point)
d) Create a new table by combining categories so that a chi-square procedure can be used. (1
point)
e) With this change in the table, what has happened to the degrees of freedom? (.5 point)
f) Test the hypothesis about the two groups and state the appropriate conclusion. (3.5 points)
Question 4 Seasonal spending (8 points)
Spending on credit cards decreases after the holiday spending season (as measured by amount
charged on a credit card in December). The data set in the file (Asst5_2014_Data.xlsx) contains
the monthly credit card charges of a random sample of 99 cardholders.
a) Check the conditions of a regression model for the dataset. (3.5 point)
b) Build a regression model to predict January spending from Decembers spending. (1 point)
c) How much, on average, will cardholders who charged $2000 in December charge in
January? (.5 point)
d) Give a 95% confidence interval for the average January charges of cardholders who charged
$2000 in December? (1.5 points)
e) From part d), give a 95% confidence interval for the average decrease in the charges of
cardholders who charged $2000 in December? (1 point)
f) What reservations, if any, do you have about the confidence intervals you made in part d)
and e)? (.5 point)
-
Rating:
/5
Solution: COMM 291 ASSIGNMENT 5 Fall 2014 SOLUTION