A correlation study provides the following data: r = .21 and the study involved 47 participants What is the correct statistical conclusion here? (hint: you'll need to find r-crit before you answer) O We fail to reject the null hypothesis and conclude that there is no significant relationship between the variables O We fail to reject the null hypothesis and conclude that there is a significant relationship between the variables O We reject the null hypothesis and conclude that there is a significant relationship between the variables O We reject the null hypothesis and conclude that there is no significant relationship between the variables
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 correlation study provides the following data: r = .21 and the study involved 47
participants
What is the correct statistical conclusion here? (hint: you'll need to find r-crit before
you answer)
O We fail to reject the null hypothesis and conclude that there is no significant relationship
between the variables
O We fail to reject the null hypothesis and conclude that there is a significant relationship
between the variables
O We reject the null hypothesis and conclude that there is a significant relationship between
the variables
O We reject the null hypothesis and conclude that there is no significant relationship between
the variables](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb43083a4-f881-4317-8894-dcbe975ae0e9%2Fba59ff0f-7ef6-4646-a7e7-cef6566b7f37%2Fqxw0gpf_processed.jpeg&w=3840&q=75)
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