The estimated regression line is defined as the straight line that: touches the most points in the scatter diagram. minimizes the sum of the absolute deviations between the line and the corresponding observations. minimizes the sum of the squared vertical distances between each observation and the line. none of the above
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.
The estimated regression line is defined as the straight line that:
- touches the most points in the
scatter diagram . - minimizes the sum of the absolute deviations between the line and the corresponding observations.
- minimizes the sum of the squared vertical distances between each observation and the line.
- none of the above
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