AGE (x) PA (y) x^2 Y^2 XY 20 120 400 14400 2400 43 128 1849 16384 5504 63 141 3969 19881 8883 26 126 676 15876 3276 53 134 2809 17956 7102 31 128 961 16384 3968 58 136 3364 18496 7888 46 132 2116 17424 6072 58 140 3364 19600 8120 70 144 4900 20736 10080 468 1329 24408 177137 63293 2) Find the correlation between age and blood pressure using Pearson's correlation coefficient and comment on the nature and strength of the coefficient 3) Make the scatter plot 4) Find the regression equation 5) What is the predictable blood pressure for a 20 year old man? 6) Plot the regression line
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.
AGE (x) | PA (y) | x^2 | Y^2 | XY | |
20 | 120 | 400 | 14400 | 2400 | |
43 | 128 | 1849 | 16384 | 5504 | |
63 | 141 | 3969 | 19881 | 8883 | |
26 | 126 | 676 | 15876 | 3276 | |
53 | 134 | 2809 | 17956 | 7102 | |
31 | 128 | 961 | 16384 | 3968 | |
58 | 136 | 3364 | 18496 | 7888 | |
46 | 132 | 2116 |
|
6072 | |
58 | 140 | 3364 | 19600 | 8120 | |
70 | 144 | 4900 | 20736 | 10080 | |
468 | 1329 | 24408 | 177137 | 63293 |
2) Find the
3) Make the scatter plot
4) Find the regression equation
5) What is the predictable blood pressure for a 20 year old man?
6) Plot the regression line
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