The following data has been collected on the relationship between concrete compressive strength, Y (MPa), and initial water to cement ratio, X (by weight); x 0.40 0.45 0.50 0.55 0.60 0.65 y 35.7 32.4 33.1 27.4 21.6 23.8 for which the following sums have been computed; X xi = 3.15, X x2 i = 1.6975, X yi = 174, X y2 i = 5203.62, X xiyi = 88.91001 a) Find the straight line of best fit through the data. b) Establish a 95% confidence interval on the true value of 0. Assume that the residuals are normally distributed with constant mean zero and constant variance. c) Is the linear relationship between Y and X significant? Test at a 95% confidence level
The following data has been collected on the relationship between concrete compressive strength, Y (MPa), and initial water to cement ratio, X (by weight); x 0.40 0.45 0.50 0.55 0.60 0.65 y 35.7 32.4 33.1 27.4 21.6 23.8 for which the following sums have been computed; X xi = 3.15, X x2 i = 1.6975, X yi = 174, X y2 i = 5203.62, X xiyi = 88.91001 a) Find the straight line of best fit through the data. b) Establish a 95% confidence interval on the true value of 0. Assume that the residuals are normally distributed with constant mean zero and constant variance. c) Is the linear relationship between Y and X significant? Test at a 95% confidence level
Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter4: Polynomial And Rational Functions
Section4.6: Variation
Problem 2E
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The following data has been collected on the relationship between concrete compressive
strength, Y (MPa), and initial water to cement ratio, X (by weight);
x 0.40 0.45 0.50 0.55 0.60 0.65
y 35.7 32.4 33.1 27.4 21.6 23.8
for which the following sums have been computed; X
xi = 3.15,
X
x2
i = 1.6975,
X
yi = 174,
X
y2
i = 5203.62,
X
xiyi = 88.91001
a) Find the straight line of best fit through the data.
b) Establish a 95% confidence interval on the true value of 0. Assume that the residuals
are
c) Is the linear relationship between Y and X significant? Test at a 95% confidence level.
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