Find the equation of the regression line. Draw the graph of the regression equation on the scatter plot. X 1 2 3 4 5 6 7 Y 15 10 20 5 25 20 35 Solution: Exercise B: Shown below are the ages(x) and the systolic blood pressure numbers (y) of 9 male patients in a certain hospital. Find the regression equation and draw the graph of the regression equation on a scatter plot. Age (x) 26 40 35 50 45 55 28 30 52 Systolic Blood Pressure Number (y) 110 140 120 145 130 150 150 125 142 Solution:
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.
- Find the equation of the regression line.
- Draw the graph of the regression equation on the scatter plot.
|
X |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
|
Y |
15 |
10 |
20 |
5 |
25 |
20 |
35 |
Solution:
Exercise B:
Shown below are the ages(x) and the systolic blood pressure numbers (y) of 9 male patients in a certain hospital. Find the regression equation and draw the graph of the regression equation on a scatter plot.
|
Age (x) |
26 |
40 |
35 |
50 |
45 |
55 |
28 |
30 |
52 |
|
Systolic Blood Pressure Number (y) |
110 |
140 |
120 |
145 |
130 |
150 |
150 |
125 |
142 |
Solution:
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