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What is the strongest a correlation could be?

Either +1 (strongest possible positive correlation between the variables) or -1 (strongest possible negativecorrelation between the variables).


What is the correlation diagram showing the relationship between the variables in this dataset?

A correlation diagram visually represents the relationship between variables in a dataset. It shows how strongly and in what direction variables are related to each other.


What correlation coefficients represents a situation in which there is no relationship between variables?

We would need to have the list of correlation coefficients to respond to this question.


What are the two things A correlation coefficient represents?

The strength and the direction of a relationship.


Correlation coefficients represents the WEAKEST relationship?

A correlation coefficient represents the strength and direction of a linear relationship between two variables. A correlation coefficient close to zero indicates a weak relationship between the variables, where changes in one variable do not consistently predict changes in the other. However, it is important to note that a correlation coefficient of zero does not necessarily mean there is no relationship between the variables, as non-linear relationships may exist.


What does Correlation of plus 1.00 mean?

It mean that there is no correlation between the two variables. The variables are the same.


What is multiple correlation coefficient and partial correlation coefficient?

partial correlation is the relation between two variable after controlling for other variables and multiple correlation is correlation between dependent and group of independent variables.


What does it mean when two variables have a positive correlation?

A positive correlation between two variables means that there is a direct correlation between the variables. As one variable increases, the other variable will also increase.


If coefficient of correlation r between two variables is zero does it mean that there is no relationship between the variables Justify your answer?

"If coefficient of correlation, "r" between two variables is zero, does it mean that there is no relationship between the variables? Justify your answer".


What are the possible ranges of correlation coefficients?

The possible range of correlation coefficients depends on the type of correlation being measured. Here are the types for the most common correlation coefficients: Pearson Correlation Coefficient (r) Spearman's Rank Correlation Coefficient (ρ) Kendall's Rank Correlation Coefficient (τ) All of these correlation coefficients ranges from -1 to +1. In all the three cases, -1 represents negative correlation, 0 represents no correlation, and +1 represents positive correlation. It's important to note that correlation coefficients only measure the strength and direction of a linear relationship between variables. They do not capture non-linear relationships or establish causation. For better understanding of correlation analysis, you can get professional help from online platforms like SPSS-Tutor, Silverlake Consult, etc.


What is positive Correlation?

Positive correlation is a relationship between two variables in which both variables move in tandem that is in the same direction.


When do you use a scatterplot?

Scatter plots are used to investigate a possible correlation between two variables that are associated with the same “event.”