Which correlation coefficients is the strongest?
Explanation: According to the rule of correlation coefficients, the strongest correlation is considered when the value is closest to +1 (positive correlation) or -1 (negative correlation). A positive correlation coefficient indicates that the value of one variable depends on the other variable directly.
Is a strong or weak correlation coefficient?
Describing Correlation Coefficients
| Correlation Coefficient (r) | Description (Rough Guideline ) |
|---|---|
| +0.6 to 0.8 | Strong + association |
| +0.4 to 0.6 | Moderate + association |
| +0.2 to 0.4 | Weak + association |
| 0.0 to +0.2 | Very weak + or no association |
What is considered a strong correlations?
The relationship between two variables is generally considered strong when their r value is larger than 0.7. The correlation r measures the strength of the linear relationship between two quantitative variables.
What is an example of a strong correlation coefficient?
The sample correlation coefficient, denoted r, The magnitude of the correlation coefficient indicates the strength of the association. For example, a correlation of r = 0.9 suggests a strong, positive association between two variables, whereas a correlation of r = -0.2 suggest a weak, negative association.
Which correlation is the strongest in research?
The strongest linear relationship is indicated by a correlation coefficient of -1 or 1. The weakest linear relationship is indicated by a correlation coefficient equal to 0. A positive correlation means that if one variable gets bigger, the other variable tends to get bigger.
Which is the strongest correlation coefficient below?
The Correlation Coefficient A correlation of -0.97 is a strong negative correlation while a correlation of 0.10 would be a weak positive correlation. A correlation of +0.10 is weaker than -0.74, and a correlation of -0.98 is stronger than +0.79.
What correlation coefficient means?
The correlation coefficient is the specific measure that quantifies the strength of the linear relationship between two variables in a correlation analysis. The coefficient is what we symbolize with the r in a correlation report.
Which shows the strongest linear correlation?
-1
The strongest linear relationship is indicated by a correlation coefficient of -1 or 1. The weakest linear relationship is indicated by a correlation coefficient equal to 0. A positive correlation means that if one variable gets bigger, the other variable tends to get bigger.
Would be considered the strongest correlation?
As a rule of thumb, a correlation greater than 0.75 is considered to be a “strong” correlation between two variables.
What is a high correlation coefficient?
High degree: If the coefficient value lies between ± 0.50 and ± 1, then it is said to be a strong correlation. Moderate degree: If the value lies between ± 0.30 and ± 0.49, then it is said to be a medium correlation. Low degree: When the value lies below + . 29, then it is said to be a small correlation.
Which of the following is the strongest correlation?
-0.87
The values of the correlation coefficient between -0.5 to -1.0 are considered as the strong correlation coefficients. Hence, -0.87 is the strongest correlation coefficient value among the given values.
Which correlation coefficient indicates the strongest relationship between two variables?
What is considered to be a “strong” correlation?
A strong correlation means that as one variable increases or decreases, there is a better chance of the second variable increasing or decreasing. In a visualization with a strong correlation, the points cloud is at an angle. In a strongly correlated graph, if I tell you the value of one of the variables,…
Which is the stronger correlation?
As a rule of thumb, a correlation greater than 0.75 is considered to be a “strong” correlation between two variables. However, this rule of thumb can vary from field to field. For example, a much lower correlation could be considered strong in a medical field compared to a technology field.
Which R-value represents the strongest correlation?
The r-value that represents the strongest correlation is -0.83. r-value that have the strongest correlation is the value that is nearer to 1 or -1.
What is the strongest correlation between two variables?
While correlation coefficients measure the strength of association between two variables, linear correlation indicates the strongest association between two variables. Visually, this represents any relationship between two variables that depicts a straight line when plotted out next to each other in a graph.