In the article “Direct Strut-and-Tie Model for Prestressed Deep Beams” (K. Tan, K. Tong, and C. Tang, Journal of Structural Engineering, 2001:1076–1084), the following measurements were given for the cylindrical compressive strength (in MPa) for 11 beams:
38.43 |
38.43 |
38.39 |
38.83 |
38.45 |
38.35 |
38.43 |
38.31 |
38.32 |
38.48 |
38.5 |
One thousand bootstrap samples were generated from these data, and the bootstrap sample means were arranged in order. Refer to the smallest value as Y1, the second smallest as Y2, and so on, with the largest being Y1000. Assume that Y25 = 38.3818, Y26 = 38.3818, Y50 = 38.3909, Y51 = 38.3918, Y950 = 38.5218, Y951 = 38.5236, Y975 = 38.5382, and Y976 = 38.5391.
Compute a 90% bootstrap confidence interval for the mean compressive strength, using the expression (2X⎯⎯⎯−X⎯⎯⎯∗1−α/2, 2X⎯⎯⎯−X⎯⎯⎯∗α/2)(2X¯−X¯1−α/2∗, 2X¯−X¯α/2∗). Round the answers to four decimal places.
The 90% bootstrap confidence interval for the mean compressive strength is ( , ).
The mean of the given sample is 38.4473.
Let us compute
for each sample which is given in the below table
sample mean | ![]() |
. . |
|
y25=38.3818 | 38.3818-38.4473=-0.0655 |
Y26 | -0.0655 |
. . |
|
Y50 | -0.0564 |
Y51 | -0.0555 |
. . |
|
Y950 | 0.0745 |
Y951 | 0.0763 |
. . |
|
Y975 | 0.0909 |
Y976 | 0.0918 |
Given then
and
; and
we pick the
values for
Y50 to calculate the upper limit and Y950 for calculating the lower
limit.
Please Note: The expression given above was not clear to me. Please comment incase if you have doubts
The 95% bootstrap confidence interval is given by
(38.3728,38.5037)
In the article “Direct Strut-and-Tie Model for Prestressed Deep Beams” (K. Tan, K. Tong, and C....