Questions: predic the selling price of thehouse base on the given predictors list down the independent variables list down the dependent variables
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.
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N12
B
E
F
L
M
N
1 ocalpricepbathrooms area
4.9176
5.0208
jyingarea ngarages
0.998
nflreplaces
sellprice
25.9
29.5
3.472
Questions:
predic the selling price of the house base on the given predictors
list down the independent variables
list down the dependent variables
1
1
2
3.531
1 2.275
4.05
4.455
4.455
5.85
9.52
3
1.175
1.232
4.5429
27.9
25.9
29.9
29.9
4
4.5573
1
5.0597
1
1.121
7
3.891
0.988
8
5.898
1.24
1
30.9
9
5.6039
1
1.501
28.9
10
16.4202
2.5
9.8
3.42
2
1
84.
11
14.4598
2.5
12.8
1
82.9
12
5.8282
6.435
1.225
10
13
5.3003
1 4.9883
1.552
14
6.2712
5.52
0.975
6.666
1.121
1.02
1.501
15
5.9592
1
B0.9
16
5.05
5
30
9.52
5.15
17
5.6039
1
28.9
369
41
40.
18
8.2464
1.5
1.664
6.902
7.102
19
6.6969
1.5
1.488
20
7.7841
1.5
1.376
21
1.5
1.256
9.0384
1
7.8
43.9
22
5.9894
1
5.52
23
7.5422
1.5
4
1.69
37.
24
8.7951
1.5
9.89
1.82
25
1.652
1.777
6.0931
1.5 6.7265
26
8.3607
1.5
9.15
27
8.14
1,504
1.831
1.2
1
8
28
9.1416
1.5 7.3262
29
12
1.5
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