In: Statistics and Probability
An experimental surgical procedure is being studied as an alternative to the old method. Both methods are considered safe. Five surgeons perform the operation on two patients matched by age, sex, and other relevant factors, with the results shown. The time to complete the surgery (in minutes) is recorded.
Surgeon 1 | Surgeon 2 | Surgeon 3 | Surgeon 4 | Surgeon 5 | |
Old way | 39 | 59 | 33 | 43 | 56 |
New way | 28 | 38 | 20 | 37 | 49 |
%media:2excel.png%Click here for the Excel Data File
(a-1) Calculate the difference between the new and the old ways for the data given below. Use α = 0.025. (Negative values should be indicated by a minus sign.)
X1 | X2 | X1 - X2 | |
Surgeon | Old Way | New Way | Difference |
1 | 39 | 28 | |
2 | 59 | 38 | |
3 | 33 | 20 | |
4 | 43 | 37 | |
5 | 56 | 49 | |
(a-2) Calculate the mean and standard deviation for the difference. (Round your mean answer to 1 decimal place and standard deviation answer to 4 decimal places.)
Mean | |
Standard Deviation | |
(a-3) Choose the right option for H0:μd ≤ 0; H1:μd> 0.
Reject if tcalc > 2.776445105
Reject if tcalc < 2.776445105
(a-4) Calculate the value of tcalc. (Round your answer to 4 decimal places.)
tcalc
(b-1) Is the decision close? (Round your answer to 4 decimal places.)
The decision is (Click to select) close not close .
The p-value is .
(b-2) The new way is better than the old.
No
Yes
(b-3) The difference is significant.
Yes
No
Surgeon | Old Way | New Way | Difference(D) |
1 | 39 | 28 | 11 |
2 | 59 | 38 | 21 |
3 | 33 | 20 | 13 |
4 | 43 | 37 | 6 |
5 | 56 | 49 | 7 |
Total | 58 |
sample mean=Md=sum of values of D/total
=58/5
=11.6
Old Way | New Way | Difference(D) | Dbar | D-dbar | (D-Dbar)^2 |
39 | 28 | 11 | 11.6 | -0.6 | 0.36 |
59 | 38 | 21 | 11.6 | 9.4 | 88.36 |
33 | 20 | 13 | 11.6 | 1.4 | 1.96 |
43 | 37 | 6 | 11.6 | -5.6 | 31.36 |
56 | 49 | 7 | 11.6 | -4.6 | 21.16 |
Total | 58 | 143.2 |
sample standard deviation=sqrt(143.2/5-1)
=5.9833
sample mean=11.6
sample standard devaition=5.9833
df=n-1=5-1=4
=T.INV(0.025,4)
=2.776445
Reject if tcalc < 2.776445105
(a-4) Calculate the value of tcalc. (Round your answer to 4 decimal places.)
tcalc =Md/Sd/qrt(n)
=11.6/5.9833/sqrt(5)
= 4.335131
Tcal=4.3351
(b-1) Is the decision close? (Round your answer to 4 decimal places.)
The decision is close
The p-value is =T.DIST.RT(4.335131,4)
0.0062 |
P value==0.0062
p<0.025
Reject Ho
(b-2) The new way is better than the old.
Yes
since p<0.05
(b-3) The difference is significant.
YES
sicne p=0.0123,p<0.025