In a simple linear regression model, if you found that the true regression coefficient is significantly greater than zero, then you may also conclude that the two variables are positively correlated.

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Quizplus · Accepted Answer

A positive regression coefficient indicates a positive relationship between the variables, meaning that as one variable increases, the other variable is also likely to increase. Therefore, if the regression coefficient is significantly greater than zero, it is reasonable to conclude that the two variables are positively correlated.

In a Simple Linear Regression Model, If You Found That