A B 1 Males Females 85 82 76 95 60 66 59 80 76 49 61 53 63 55 74 50 88 90 61 54 70 35 66 86 3 57 4 65 79 75 76 64 66 82 7 67 64 96 80 42 61 89 65 E2 E3 C4 E5 69 85 64 82 73 72 71 76 54 87 9= 68 90 58 88 82 91 70 90 -1 -2 -3 -4 -5 63 95 66 71 96 88 59 81 65 78 57 74 -7 -8 60 70 55 103 70 73 74 0- -1 -2 85 57 74
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.
Refer to the accompanying data set and construct a 95% confidence
![A
B
1
Males
Females
85
82
76
95
60
66
59
80
76
49
61
53
63
55
74
50
88
90
61
54
70
35
66
86
3
57
4
65
79
75
76
64
66
82
7
67
64
96
80
42
61
89
65
E2
E3
C4
E5
69
85
64
82
73
72
71
76
54
87
9=
68
90
58
88
82
91
70
90
-1
-2
-3
-4
-5
63
95
66
71
96
88
59
81
65
78
57
74
-7
-8
60
70
55
103
70
73
74
0-
-1
-2
85
57
74](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F85bf7f3c-ff95-43c3-bd3d-2d5f0e1a5741%2F4660c4fb-a79b-452e-b084-7bd435760fd3%2F2j0giwh.png&w=3840&q=75)
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