In: Statistics and Probability
A sample containing years to maturity and yield for 40 corporate bonds is contained in the Excel Online file below. Construct a spreadsheet to answer the following questions.
Company Ticker | Years to Maturity | Yield |
HSBC | 24.75 | 0.865 |
GS | 4.00 | 4.351 |
C | 19.25 | 3.568 |
MS | 27.75 | 5.084 |
C | 22.50 | 1.641 |
TOTAL | 17.50 | 2.257 |
MS | 27.75 | 3.194 |
WFC | 25.50 | 4.953 |
TOTAL | 9.25 | 1.487 |
TOTAL | 21.00 | 4.449 |
BAC | 12.25 | 6.662 |
RABOBK | 21.00 | 1.931 |
GS | 29.00 | 3.648 |
AXP | 12.25 | 1.623 |
MTNA | 19.00 | 2.819 |
MTNA | 4.25 | 3.390 |
JPM | 10.50 | 6.067 |
GE | 8.00 | 3.521 |
LNC | 16.50 | 6.462 |
BAC | 24.50 | 2.419 |
FCX | 25.50 | 6.528 |
GS | 29.50 | 3.202 |
RABOBK | 29.00 | 7.138 |
GE | 12.75 | 1.816 |
HCN | 13.25 | 6.930 |
GE | 21.75 | 3.658 |
VOD | 21.50 | 4.763 |
NEM | 6.50 | 5.419 |
GE | 2.25 | 6.205 |
C | 22.25 | 5.422 |
SHBASS | 10.75 | 5.084 |
PAA | 17.75 | 2.980 |
GS | 13.75 | 3.396 |
TOTAL | 3.00 | 6.604 |
MS | 3.00 | 4.947 |
WFC | 22.00 | 6.782 |
AIG | 22.00 | 7.630 |
BAC | 3.00 | 4.367 |
MS | 6.00 | 7.136 |
T | 18.00 | 2.452 |
a. What is the sample mean years to maturity for corporate bonds and what is the sample standard deviation?
Mean:?
Standard Deviation:?
b. Develop a 95% confidence interval for the population mean years to maturity. Please round the answer to four decimal places.
c. What is the sample mean yield on corporate bonds and what is the sample standard deviation?
Mean:?
Standard Deviation:?
d. Develop a 95% confidence interval for the population mean yield on corporate bonds. Please round the answer to four decimal places.
Answer(a): In this question, the variable (x) is years to maturity
Company Ticker |
Years to Maturity(x) |
x2 |
HSBC |
24.75 |
612.5625 |
GS |
4 |
16 |
C |
19.25 |
370.5625 |
MS |
27.75 |
770.0625 |
C |
22.5 |
506.25 |
TOTAL |
17.5 |
306.25 |
MS |
27.75 |
770.0625 |
WFC |
25.5 |
650.25 |
TOTAL |
9.25 |
85.5625 |
TOTAL |
21 |
441 |
BAC |
12.25 |
150.0625 |
RABOBK |
21 |
441 |
GS |
29 |
841 |
AXP |
12.25 |
150.0625 |
MTNA |
19 |
361 |
MTNA |
4.25 |
18.0625 |
JPM |
10.5 |
110.25 |
GE |
8 |
64 |
LNC |
16.5 |
272.25 |
BAC |
24.5 |
600.25 |
FCX |
25.5 |
650.25 |
GS |
29.5 |
870.25 |
RABOBK |
29 |
841 |
GE |
12.75 |
162.5625 |
HCN |
13.25 |
175.5625 |
GE |
21.75 |
473.0625 |
VOD |
21.5 |
462.25 |
NEM |
6.5 |
42.25 |
GE |
2.25 |
5.0625 |
C |
22.25 |
495.0625 |
SHBASS |
10.75 |
115.5625 |
PAA |
17.75 |
315.0625 |
GS |
13.75 |
189.0625 |
TOTAL |
3 |
9 |
MS |
3 |
9 |
WFC |
22 |
484 |
AIG |
22 |
484 |
BAC |
3 |
9 |
MS |
6 |
36 |
T |
18 |
324 |
Total |
660 |
13688.5 |
n=40
Sample mean of years to maturity
The standard deviation of years to maturity is given by
Hence the Mean = 16.5
Standard deviation = 8.4709
Answer(b):
The 95% confidence interval of mean is given by
Lower limit= 13.7909
Upper limit = 19.2091
Answer(c): In this question, the variable (x) is yield
Company Ticker |
Yield(x) |
x2 |
HSBC |
0.865 |
0.748225 |
GS |
4.351 |
18.9312 |
C |
3.568 |
12.73062 |
MS |
5.084 |
25.84706 |
C |
1.641 |
2.692881 |
TOTAL |
2.257 |
5.094049 |
MS |
3.194 |
10.20164 |
WFC |
4.953 |
24.53221 |
TOTAL |
1.487 |
2.211169 |
TOTAL |
4.449 |
19.7936 |
BAC |
6.662 |
44.38224 |
RABOBK |
1.931 |
3.728761 |
GS |
3.648 |
13.3079 |
AXP |
1.623 |
2.634129 |
MTNA |
2.819 |
7.946761 |
MTNA |
3.39 |
11.4921 |
JPM |
6.067 |
36.80849 |
GE |
3.521 |
12.39744 |
LNC |
6.462 |
41.75744 |
BAC |
2.419 |
5.851561 |
FCX |
6.528 |
42.61478 |
GS |
3.202 |
10.2528 |
RABOBK |
7.138 |
50.95104 |
GE |
1.816 |
3.297856 |
HCN |
6.93 |
48.0249 |
GE |
3.658 |
13.38096 |
VOD |
4.763 |
22.68617 |
NEM |
5.419 |
29.36556 |
GE |
6.205 |
38.50203 |
C |
5.422 |
29.39808 |
SHBASS |
5.084 |
25.84706 |
PAA |
2.98 |
8.8804 |
GS |
3.396 |
11.53282 |
TOTAL |
6.604 |
43.61282 |
MS |
4.947 |
24.47281 |
WFC |
6.782 |
45.99552 |
AIG |
7.63 |
58.2169 |
BAC |
4.367 |
19.07069 |
MS |
7.136 |
50.9225 |
T |
2.452 |
6.012304 |
Total |
172.85 |
886.1275 |
Sample mean of years to maturity
The standard deviation of yield is given by
Hence the Mean = 4.3213
Standard deviation = 1.8892
Answer(d):
The 95% confidence interval of mean is given by