John made a scatter plot representing the hours each of his class mates spent studying and their scores on their final exams john should expect the data to have negative correlation? True or false
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.
John made a
The more hours spent on studying the more scores on the final exams.
It means function of their scores and hours spent on their study, will be increasing.
For increasing function derivative or correlation must be positive.
For decreasing function derivative or correlation must be negative.
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