In statistics question 1 of attached image, is the ANOVA table values correct, and does it show model insignificant? # Regression Analysis ExerciseThis exercise involves a regression analysis with 18 observations and four independent variables. The following details were obtained:- **Multiple R**: 0.6000- **R Square**: 0.3600- **Standard Error**: 4.8000Based on the above information, the following ANOVA (Analysis of Variance) table needs to be completed and analyzed:## ANOVA Table| Source | df | SS | MS | F ||-------------|------|--------|---------|--------|| Regression | 4 | 168.48 | 42.12 | 1.828 || Error | 13 | 299.52 | 23.04 | || Total | 17 | 468 | | |- **df (Degrees of Freedom)**: Calculated as follows: - Regression: k = 4 - Error: n - k - 1 = 13 - Total: n - 1 = 17- **SS (Sum of Squares)**: - Regression: 168.48 - Error: 299.52 - Total: 468- **MS (Mean Square)**: - Regression: MSR = SSR/df = 168.48/4 = 42.12 - Error: MSE = SSE/df = 299.52/13 = 23.04- **F Ratio**: - F = MSR/MSE = 42.12/23.04 = 1.828- **F Critical Value**: 3.179 (from F-distribution table with degree of freedom (4, 13) at α = 0.05)- **Significance**: The model is not significant because the F statistic (1.828) < F critical value (3.179).### Further Calculations1. **Multiple Regression Analysis** with 31 observations and the regression analysis output is as follows:| Coefficients | Standard Error ||--------------|----------------|| Intercept | 18.00 | 8.00 || X1 | 6.40 | 2.35 || X2 | 0.60 | 1.00 ||

Answered: In statistics question 1 of attached…

Math

Statistics

In statistics question 1 of attached image, is the ANOVA table values correct, and does it show model insignificant?

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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