Use the data listed below (car ratings and purchase decision) to perform a regression model and interpret the result.
Linear Regression
Standardized Regression
Excel Regression Analysis
Value
Exterior
Interior
Comfort
Performance
Reliability
Buy
3
3
3
3
5
4
0
1
2
2
2
2
2
0
3
5
4
4
4
5
1
1
4
5
5
1
3
0
3
5
5
3
5
1
0
5
5
5
5
5
5
1
4
4
3
4
5
4
1
4
2
2
5
3
5
0
1
1
3
4
4
1
0
4
1
4
4
4
4
1
3
2
4
3
4
4
0
4
4
4
5
2
3
1
4
5
5
4
5
4
1
3
4
5
2
4
3
0
4
5
5
3
4
4
1
5
3
5
5
4
5
1
4
2
4
3
3
3
1
3
4
2
4
4
4
0
1
4
3
3
3
5
0
5
4
5
2
2
3
1
2
2
2
2
3
3
0
4
3
5
4
5
4
1
5
5
5
5
5
4
1
5
5
5
5
4
5
1
1
2
3
1
1
1
0
5
5
4
5
5
5
1
4
4
5
4
4
3
1
5
5
5
3
3
4
1
3
3
5
3
5
3
1
Use the data listed below (car ratings and purchase
decision
) to perform a regression
model and
interpret the result.
Linear
Regression
Standardized
Regression
Excel
Regression
Analysis
Value
Exterior
Interior
Comfort
Performance
Reliability
Buy
3
3
3
3
5
4
0
1
2
2
2
2
2
0
3
5
4
4
4
5
1
1
4
5
5
1
3
0
3
5
5
3
5
1
0
5
5
5
5
5
5
1
4
4
3
4
5
4
1
4
2
2
5
3
5
0
1
1
3
4
4
1
0
4
1
4
4
4
4
1
3
2
4
3
4
4
0
4
4
4
5
2
3
1
4
5
5
4
5
4
1
3
4
5
2
4
3
0
4
5
5
3
4
4
1
5
3
5
5
4
5
1
4
2
4
3
3
3
1
3
4
2
4
4
4
0
1
4
3
3
3
5
0
5
4
5
2
2
3
1
2
2
2
2
3
3
0
4
3
5
4
5
4
1
5
5
5
5
5
4
1
5
5
5
5
4
5
1
1
2
3
1
1
1
0
5
5
4
5
5
5
1
4
4
5
4
4
3
1
5
5
5
3
3
4
1
3
3
5
3
5
3
1
Use the data listed below (car ratings and purchase decision) to perform a regression
model and interpret the result.
Linear Regression
Standardized Regression
Excel Regression Analysis
Value Exterior Interior Comfort Performance Reliability Buy
3 3 3 3 5 4 0
1 2 2 2 2 2 0
3 5 4 4 4 5 1
1 4 5 5 1 3 0
3 5 5 3 5 1 0
5 5 5 5 5 5 1
4 4 3 4 5 4 1
4 2 2 5 3 5 0
1 1 3 4 4 1 0
4 1 4 4 4 4 1
3 2 4 3 4 4 0
4 4 4 5 2 3 1
4 5 5 4 5 4 1
3 4 5 2 4 3 0
4 5 5 3 4 4 1
5 3 5 5 4 5 1
4 2 4 3 3 3 1
3 4 2 4 4 4 0
1 4 3 3 3 5 0
5 4 5 2 2 3 1
2 2 2 2 3 3 0
4 3 5 4 5 4 1
5 5 5 5 5 4 1
5 5 5 5 4 5 1
1 2 3 1 1 1 0
5 5 4 5 5 5 1
4 4 5 4 4 3 1
5 5 5 3 3 4 1
3 3 5 3 5 3 1
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