An automotive sales manager wishes to examine the relationship between age (years) and sales price ($) for used automobiles of a certain brand. The accompanying table contains data for a sample of a certain make and model that were listed for sale at a car shopping website. b. Fit a quadratic regression model to predict price and state the quadratic
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
An automotive sales manager wishes to examine the relationship between age (years) and sales price ($) for used automobiles of a certain brand. The accompanying table contains data for a sample of a certain make and model that were listed for sale at a car shopping website.
b. Fit a quadratic regression model to predict price and state the
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1 Age and Price
Age
13
Price ($)
3,484
Price ($)
7,990
Price ($)
9,958
Age
Age
13
5,458
3,453
4,994
6,442
5,999
5,504
6,292
6,882
7,594
6,505
6,275
6,281
9.
6,745
7,506
8,501
6,963
7,598
8,994
8,774
7,993
9,682
8,993
11,594
9,493
4
10,976
12,992
11,995
11,986
13,486
12,485
14,543
13,870
13,003
19,001
15,741
17,496
13
8.
4
12
8
4.
12
8
3
12
7
3
11
7
3
11
7
2
11
6.
6.
6.
10
10
1
10
1
9
5
Print
Done"
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