Regression analysis Multiple R 0.912878 R Square Adjusted R Square 0.830615 Standard Error 35.94092 Observations 63 ANOVA df MS F P-value Regression 1 394021.5 394021.5 305.0293 2.04664E-25 Residual 61 78796.74 1291.75 Total 62 472818.3 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Intercept 19.99449 6.367757 0.002605 7.261369448 32.72760207 X 3.413824 0.195466 J 2.05E-25 N Using the method of least squares, the estimated regression will be: OA. D=19.995 + 3.414x O B. = 19.995-3.414x O C. )-3.414-19.995x O D.9=3.414 + 19.995x

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Chapter1: Starting With Matlab
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The table below is the output of the regression analysis of the 63 total payment for all the claims in thousands of Swedish Kronor. Where is the X = number of claims and Y = total payment for all the claims in thousands of NYC Kronor for geographical zones in NYC:

Regression analysis
Multiple R
0.912878
R Square
Adjusted R Square
0.830615
Standard Error
35.94092
Observations
63
ANOVA
df
MS
F
P-value
Regression
1
394021.5
394021.5
305.0293
2.04664E-25
Residual
61
78796.74
1291.75
Total
62
472818.3
Coefficients
Standard Error
t Stat
P-value
Lower 95%
Upper 95%
Intercept
19.99449
6.367757
0.002605
7.261369448
32.72760207
3.413824
0.195466
J
2.05E-25
Using the method of least squares, the estimated
regression will be:
OA. 9 =19.995 + 3.414x
O B. 9 = 19.995 –3.414x
OC.D=3.414 – 19.995x
O D.D=3.414 +19.995x
Transcribed Image Text:Regression analysis Multiple R 0.912878 R Square Adjusted R Square 0.830615 Standard Error 35.94092 Observations 63 ANOVA df MS F P-value Regression 1 394021.5 394021.5 305.0293 2.04664E-25 Residual 61 78796.74 1291.75 Total 62 472818.3 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Intercept 19.99449 6.367757 0.002605 7.261369448 32.72760207 3.413824 0.195466 J 2.05E-25 Using the method of least squares, the estimated regression will be: OA. 9 =19.995 + 3.414x O B. 9 = 19.995 –3.414x OC.D=3.414 – 19.995x O D.D=3.414 +19.995x
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