(a) Determine the equation of the estimated regression line. Temp. Ratio 174 176 177 0.75 1.40 1.45 Temp. 184 184 Ratio 1.40 1.65 1.54 Temp. 186 186 Ratio 184 186 178 178 1.12 184 184 2.08 2.16 188 1.02 βο - Σν-βι Σ× and β, - Sm 1 = 5xx Π S. where sx = Σ× - (Σ») (Σ») Π and Sxx => Π First, let's calculate n, Σ× ΣΥΣ? ΣΥ? and Σ ΣΣΣΣΥ, The sample size is n = 24. The sum of the tank temperatures, Σ×, = 4,404. The sum of the efficiency ratios, ΣΥ; = 188 179 180 1.07 1.13 1.81 0.89 185 185 186 189 181 1.86 2.03 2.69 1.50 2.55 2.91 1.78 3.13 The equation of the estimated regression line for tank temperature, x, and efficiency ratio, y, is P-Bot Box, where β o is the y-intercept and Î, is equal to the slope of the line. The computational formulas for ßo and β, are as follows. 1.36 0.89 190 192
(a) Determine the equation of the estimated regression line. Temp. Ratio 174 176 177 0.75 1.40 1.45 Temp. 184 184 Ratio 1.40 1.65 1.54 Temp. 186 186 Ratio 184 186 178 178 1.12 184 184 2.08 2.16 188 1.02 βο - Σν-βι Σ× and β, - Sm 1 = 5xx Π S. where sx = Σ× - (Σ») (Σ») Π and Sxx => Π First, let's calculate n, Σ× ΣΥΣ? ΣΥ? and Σ ΣΣΣΣΥ, The sample size is n = 24. The sum of the tank temperatures, Σ×, = 4,404. The sum of the efficiency ratios, ΣΥ; = 188 179 180 1.07 1.13 1.81 0.89 185 185 186 189 181 1.86 2.03 2.69 1.50 2.55 2.91 1.78 3.13 The equation of the estimated regression line for tank temperature, x, and efficiency ratio, y, is P-Bot Box, where β o is the y-intercept and Î, is equal to the slope of the line. The computational formulas for ßo and β, are as follows. 1.36 0.89 190 192
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Chapter1: Combinatorial Analysis
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Transcribed Image Text:(a) Determine the equation of the estimated regression line.
Temp. 174 176 177
Ratio
Temp. 184
Ratio
Ratio
0.75 1.40 1.45 1.12
184
Temp. 186 186
1.40 1.65
184
First, let's calculate n,'
1.54
186
where Sxy=XXi -
and Sxx=x²-
178 178
184
2.08 2.16
Âo - ΣX₁ - ¹ ΣXi and Â₁ - Sxy,
1
Σ×
B1 -
=
n
(Ex)².
n
188 188
X₁
<i) (x₁)
n
1.02
184
ΣΣΣΣΥ, and ΣΧΥΡ
The sample size is n = 24.
The sum of the tank temperatures, x, = 4,404.
The sum of the efficiency ratios, y =
The sum of the squares of the tank temperatures,
The sum of the squares of the efficiency ratios is ΣΥ
The sum of the products of xy, isx-
x
179
2
1.07
1.86 2.03 2.69 1.50 2.55 2.91 1.78
185
0.89
189
180
The equation of the estimated regression line for tank temperature, x, and efficiency ratio, y, is
ý = Bot Box,
where is the y-intercept and ₁ is equal to the slope of the line. The computational formulas for and ₁ a are as follows.
0
1.13 1.81
185
= 808,638.
1.36
190
181
186
0.89
192
3.13
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