It is not uncommon to see that alumni often give back to their schools. The question is, what factors influence their gratitude and goodwill and play an important role in them deciding how much to contribute? A sample of some top universities has been analyzed to determine if there is a relationship between the Alumni Giving rate (percentage of alumni who give) and factors like Graduation rate (percentage), % of class Under 20, and Student / Faculty ratio. Run a regression model to determine the relationship. Answer the following questions based on the Excel table.
School State Graduation
Rate % of Classes Under 20 Student /
Faculty Ratio Alumni Giving Rate
Boston College MA 85
39 13 25%
Brandeis University MA 79
68 8 33%
Brown University RI 93
60 8 40%
California Institute of Technology CA
85 65 3 46%
Carnegie Mellon University PA
75 67 10 28%
Case Western Reserve University OH
72 52 8 31%
College of William and Mary VA
89 45 12 27%
Columbia University NY 90
69 7 31%
Cornell University NY 91
72 13 35%
Dartmouth College NH 94
61 10 53%
Duke University NC 92
68 8 45%
Emory University GA 84
65 7 37%
Georgetown University DC 91
54 10 29%
Harvard University MA 97
73 8 46%
John Hopkins University MD 89
64 9 27%
Lehigh University PA 81
55 11 40%
Massachusetts Inst. of Technology MA
92 65 6 44%
New York University NY 72
63 13 13%
Northwestern University IL 90
66 8 30%
Pennsylvania State University PA
80 32 19 21%
Princeton University NJ 95
68 5 67%
Rice University TX 92
62 8 40%
Stanford University CA 92
69 7 34%
Tufts University MA 87
67 9 29%
Tulane University LA 72
56 12 17%
U. of California-Berleley CA 83
58 17 18%
U. of California-Davis CA 74
32 19 7%
U. of California-Irvine CA 74
42 20 9%
U. of California-Los Angeles CA
78 41 18 13%
U. of California-San Diego CA
80 48 19 8%
U. of California-Santa Barbara CA
70 45 20 12%
U. of Chicago IL 84
65 4 36%
U. of Florida FL 67
31 23 19%
U. of Illinois-Urbana Champaign IL
77 29 15 23%
U. of Michigan-Ann Arbor MI 83
51 15 13%
U. of North Carolina-Chapel Hill NC
82 40 16 26%
U. of Notre Dame IN 94
53 13 49%
U. of Pennsylvania PA 90
65 7 41%
U. of Rochester NY 76
63 10 23%
U. of Southern California CA 70
53 13 22%
U. of Texas-Austin TX 66
39 21 13%
U. of Virginia VA 92
44 13 28%
U. of Washington WA 70
37 12 12%
U. of Wisconsin-Madison WI 73
37 13 13%
Vanderbuilt University TN 82
68 9 31%
Wake Forest University NC 82
59 11 38%
Washington University - St. Louis MO
86 73 7 33%
Yale University CT 94
77 7 50%
1. Do you think this model is good? That is,
do you see an evidence of relationship? Pick the right
option.
2. What proportion of the variation in Alumni giving is explained
by the three variables?
3. Suggest 2 variables (reasons) not in the table that can also be
affecting the alumni giving rate.
3. The coefficient for student / faculty ratio is negative in Excel
output. Give a reason as to why this is the
case.
5. Find the alumni giving rate for Carnegie-Mellon from
the table. Compare this to your results in
Q4. What is the residual (error)?
In: Statistics and Probability
Frank Rizzo is considering two investment options with seven-year lives. Option one pays $250 every quarter, the other pays $500 semi-annually. The option with the better value would be:
| A. |
$250 every quarter. |
|
| B. |
Both options are equally attractive. |
|
| C. |
$500 semi-annually. |
In: Finance
In: Finance
The Zara Company has one million ordinary shares outstanding, which currently trade at a price of $50. The company believes that its shareholders require a 15% return on their investment. The company also has a $47.1 million (face value) in five-year, fixed rate bonds with a coupon rate of 8% and a yield to maturity of 7%. Because the yield on these bonds is less than the coupon rate, they trade at a premium. Tax rate applicable on the company is 30%. Lastly, the company has 200,000 outstanding preferred shares, which pay an $8 annual dividend and currently sell for $80 per share.
1) What is the market value of the ordinary shares?
2) What is the cost of ordinary shares?
3) What is the after tax cost of debt?
4) What is the current market value of the bond? (Round your answer to whole number.)
5) What is the current market value of preference shares?
6) What is the cost of preference shares?
7) What is the Weighted Average Cost of Capital?
8) Explain Ordinary Shares and its characteristics.
9) Explain its any two advantages and disadvantages to the company.
In: Finance
A bridge design firm is performing an economic analysis of two mutually exclusive designs for a highway overpass. The steel girder option has an initial cost of $2.03 million, and the concrete option has an initial cost of $2.42 million. Every 25 years, the steel bridge must be painted at a cost of $420,000, and all other maintenance costs are the same for both options. The steel bridge is expected to last 50 years, and concrete bridge is expected to last 75 years. Both are assumed to be identically replaced indefinitely. Based on the shortest acceptable analysis period for each option, determine the equivalent uniform annual cost (EUAC) for the best option using an interest rate of 8%. Express your answer in $ to the nearest $1,000.
In: Economics
My second question
A mental health service agency is conducting a study of how clients pay for the counseling services they receive. The agency accepts payment in one of four ways: in person, by mail, by credit card, or by third-party insurance. The agency randomly sampled 400 clients to determine if there is a relationship between the client’s age and the payment method used. The following sample results were obtained:
Counseling Service Payments
| Payment Method | Age of Client | |||
|---|---|---|---|---|
| 20-30 | 31-40 | 41-50 | Over 50 | |
| In Person | 8 | 12 | 11 | 13 |
| By Mail | 29 | 67 | 72 | 50 |
| By Credit Card | 26 | 19 | 5 | 7 |
| By Third-Party Insurance | 23 | 35 | 17 | 6 |
Based on the sample data, can the agency conclude there is a relationship between the age of the client and the payment method used? Conduct the appropriate test at the α = 0.01 level of significance.
In: Statistics and Probability
6. Given a six (6) percent interest rate per year, compute the year seven (7) future value at year end if deposits of $1,000 and $1,500 are made at end of years two (2) and three (3) respectively, and a withdrawal of $500 is made at end of year five (5).
Group of answer choices
A. $5,918.91
B. $3,201.48
C. $2,992.04
D. $2,500.00
E. $2,670.14
In: Finance
Suppose you roll, two 6-sided dice (refer back to the sample space in the sample space notes). Write any probability as a decimal to three place values and the odds using a colon. Determine the following:
a. the probability that you roll a sum of seven (7) is .
b. The odds for rolling a sum of four (4) is .
c. The odds against the numbers on both dice being the same is .
In: Statistics and Probability
It has been suggested that the highest priority of retirees is travel. Thus, a study was conducted to investigate the differences in the length of stay of a trip for pre- and post-retirees. A sample of 689 travelers were asked how long they stayed on a typical trip. The observed results of the study are found below.
| Number of nights | Pre-Retirement | Post-Retirement | Total |
| 4-7 | 243 | 167 | 410 |
| 8-13 | 77 | 68 | 145 |
| 14-21 | 39 | 51 | 90 |
| 22 or more | 10 | 34 | 44 |
| total | 369 | 320 | 689 |
With this information, construct a table of estimated expected values.
| Number of Nights | Pre-retirement | Post-retirement |
| 4-7 | ||
| 8-13 | ||
| 14-21 | ||
| 22 or more |
Now, with that information, determine whether the length of stay is independent of retirement using α=0.01.
(a) χ2=
(b) Find the degrees of freedom:
(c) The final conclusion is
A. There is not sufficient evidence to reject the null hypothesis that the length of stay is independent of retirement.
B. We can reject the null hypothesis that the length of stay is
independent of retirement and accept the alternative hypothesis
that the two are dependent
.
In: Statistics and Probability
The following are the cash flows of two independent projects: Year Project A Project B 0 $ (250 ) $ (250 ) 1 130 150 2 130 150 3 130 150 4 130 a. If the opportunity cost of capital is 10%, calculate the NPV for both projects. (Do not round intermediate calculations. Round your answers to 2 decimal places.) b. Which of these projects is worth pursuing? Project A Project B Both Neither
In: Finance