In: Statistics and Probability
(Please solve manually.) Every April Americans and Canadians fill out their tax return forms. Many turn to tax preparation companies to do this tedious job. The question arises, Are there differences between companies? In an experiment two of the largest companies were asked to prepare the tax returns of a sample of 55 taxpayers. The amounts of tax payable were recorded. Can we conclude that company 1’s service results in higher tax payable?
Company 1 |
Company 2 |
12859 |
9449 |
6082 |
5694 |
8604 |
7457 |
9230 |
7725 |
10405 |
10163 |
12580 |
13954 |
5882 |
5846 |
7555 |
5666 |
8492 |
9293 |
10087 |
9167 |
7291 |
7430 |
9907 |
10178 |
10352 |
11333 |
8746 |
7170 |
6568 |
7943 |
10648 |
14047 |
4990 |
1069 |
10037 |
9873 |
10187 |
8185 |
11852 |
9683 |
10154 |
11126 |
9287 |
10291 |
8561 |
8979 |
10895 |
9468 |
6821 |
8422 |
8444 |
7213 |
9590 |
8596 |
10501 |
9544 |
8625 |
10534 |
13729 |
12985 |
11784 |
10150 |
5655 |
4675 |
10696 |
8594 |
11538 |
15400 |
8183 |
7262 |
8647 |
8008 |
6547 |
4402 |
8067 |
6818 |
4051 |
3878 |
10201 |
7279 |
7145 |
6374 |
13944 |
15481 |
10870 |
7491 |
9901 |
4695 |
5334 |
8507 |
9516 |
9712 |
7782 |
5108 |
6446 |
5291 |
7519 |
7249 |
10070 |
6548 |
11815 |
9631 |
6069 |
7798 |
12073 |
13252 |
6466 |
7274 |
9782 |
11055 |
company 1 | company 2 |
12859 | 9449 |
6082 | 5694 |
8604 | 7457 |
9230 | 7725 |
10405 | 10163 |
12580 | 13954 |
5882 | 5846 |
7555 | 5666 |
8492 | 9293 |
10087 | 9167 |
7291 | 7430 |
9907 | 10178 |
10352 | 11333 |
8746 | 7170 |
6568 | 7943 |
10648 | 14047 |
4990 | 1069 |
10037 | 9873 |
10187 | 8185 |
11852 | 9683 |
10154 | 11126 |
9287 | 10291 |
8561 | 8979 |
10895 | 9468 |
6821 | 8422 |
8444 | 7213 |
9590 | 8596 |
10501 | 9544 |
8625 | 10534 |
13729 | 12985 |
11784 | 10150 |
5655 | 4675 |
10696 | 8594 |
11538 | 15400 |
8183 | 7262 |
8647 | 8008 |
6547 | 4402 |
8067 | 6818 |
4051 | 3878 |
10201 | 7279 |
7145 | 6374 |
13944 | 15481 |
10870 | 7491 |
9901 | 4695 |
5334 | 8507 |
9516 | 9712 |
7782 | 5108 |
6446 | 5291 |
7519 | 7249 |
10070 | 6548 |
11815 | 9631 |
6069 | 7798 |
12073 | 13252 |
6466 | 7274 |
9782 | 11055 |
9073.854545(mean) | 8553(mean) |
2276.23729(standard deviation) | 2853.51321(standard deviation) |
the ratio between the two standard deviation is 0.797696 which is not more than 1.4 thus it can be assumed that the two population has the same standard deviation.
The test to compare the tax payment is as follows.
Thus we cannot conclude that company 1’s service results in higher tax payable.
[NOTE: The ratio of the two standard deviation is important to know because if its value is less than 1.4 only the we can use this method ]
[In case you need the results to calculate the standard deviations manually the values are given bellow.
x12 | x22 |
165353881 | 89283601 |
36990724 | 32421636 |
74028816 | 55606849 |
85192900 | 59675625 |
108264025 | 103286569 |
158256400 | 194714116 |
34597924 | 34175716 |
57078025 | 32103556 |
72114064 | 86359849 |
101747569 | 84033889 |
53158681 | 55204900 |
98148649 | 103591684 |
107163904 | 128436889 |
76492516 | 51408900 |
43138624 | 63091249 |
113379904 | 197318209 |
24900100 | 1142761 |
100741369 | 97476129 |
103774969 | 66994225 |
140469904 | 93760489 |
103103716 | 123787876 |
86248369 | 105904681 |
73290721 | 80622441 |
118701025 | 89643024 |
46526041 | 70930084 |
71301136 | 52027369 |
91968100 | 73891216 |
110271001 | 91087936 |
74390625 | 110965156 |
188485441 | 168610225 |
138862656 | 103022500 |
31979025 | 21855625 |
114404416 | 73856836 |
133125444 | 237160000 |
66961489 | 52736644 |
74770609 | 64128064 |
42863209 | 19377604 |
65076489 | 46485124 |
16410601 | 15038884 |
104060401 | 52983841 |
51051025 | 40627876 |
194435136 | 239661361 |
118156900 | 56115081 |
98029801 | 22043025 |
28451556 | 72369049 |
90554256 | 94322944 |
60559524 | 26091664 |
41550916 | 27994681 |
56535361 | 52548001 |
101404900 | 42876304 |
139594225 | 92756161 |
36832761 | 60808804 |
145757329 | 175615504 |
41809156 | 52911076 |
95687524 | 122213025 |
x12 =4808203832 and (x12)/55=87421887.9
x22 =4463156527 and (x22)/55=81148300.49 ]