A real estate company wants to know the correlation of price of apartment purchased and the annual income of persons. The following table contains the data of 6 persons. Annual income(inthousands) 52 58 31 43 65 24 Price of apartment (in thousands) 250 300 100 150 500 75 1.Construct a scatter diagram for these data. 2.What type of relationship does the scatter diagram show? 3.Explain in layman’s terms the relationship in part (2).
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.
A real estate company wants to know the
The following table contains the data of 6 persons.
| Annual income(inthousands) | 52 | 58 | 31 | 43 | 65 | 24 |
| Price of apartment (in thousands) | 250 | 300 | 100 | 150 | 500 | 75 |
1.Construct a
2.What type of relationship does the scatter diagram show?
3.Explain in layman’s terms the relationship in part (2).
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