What is the best correlation coefficient?

In general, for the coefficients Pearson's r and Spearman's ρ, values from 0 to 0.3 (or 0 to -0.3) are biologically negligible; those from 0.31 to 0.5 (or -0.31 to -0.5) are weak; from 0.51 to 0.7 (or -0.51 and -0.7) are moderate; from 0.71 to 0.9 (or -0.71 to 0.9) are strong correlations; and correlations > 0.9 (or < ...
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Is 0.5 a strong correlation?

Correlation coefficients whose magnitude are between 0.5 and 0.7 indicate variables which can be considered moderately correlated. Correlation coefficients whose magnitude are between 0.3 and 0.5 indicate variables which have a low correlation.
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What is the strongest correlation coefficient?

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.
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Is 0.75 a good correlation coefficient?

r values ranging from 0.50 to 0.75 or -0.50 to -0.75 indicate moderate to good correlation, and r values from 0.75 to 1 or from -0.75 to -1 point to very good to excellent correlation between the variables (1).
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Is a correlation coefficient of 0.8 strong?

Correlation Coefficient = +1: A perfect positive relationship. Correlation Coefficient = 0.8: A fairly strong positive relationship. Correlation Coefficient = 0.6: A moderate positive relationship. Correlation Coefficient = 0: No relationship.
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The (Pearson) Correlation Coefficient Explained in One Minute: From Definition to Formula + Examples

Is 0.85 a weak correlation?

Generally speaking, you may think of the values of in the following manner: If is between 0.85 and 1, there is a strong correlation. If is between 0.5 and 0.85, there is a moderate correlation. If is between 0.1 and 0.5, there is a weak correlation.
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Is R 0.82 a strong correlation?

For example, in the field of psychology, 0.82 is considered a strong association, but it might be considered to be a moderate association in pharmacology.
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Is 0.94 a strong correlation coefficient?

Here r = 0.94, which is close to positive 1. We would say these 2 variables have a strong, positive linear relationship.
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Is 0.07 a weak correlation?

Correlation coefficient values below 0.3 are considered to be weak; 0.3-0.7 are moderate; >0.7 are strong For a natural/social/economics science student, a correlation coefficient higher than 0.6 is enough.
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Is .34 a strong correlation?

If we wish to label the strength of the association, for absolute values of r, 0-0.19 is regarded as very weak, 0.2-0.39 as weak, 0.40-0.59 as moderate, 0.6-0.79 as strong and 0.8-1 as very strong correlation, but these are rather arbitrary limits, and the context of the results should be considered.
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What is the rule of thumb for correlation?

63) introduces the following rule of thumb to help students decide if the observed value of the correlation coefficient is significant: Rule of Thumb No. 1: If |rxy| ≥ 2/ √ n, then a linear relationship exists. This paper provides statistical justification for the rule's use.
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How to improve correlation coefficient?

To improve this correlation, increase the difference between the variables. This is done by identifying the independent variable observation, which is identical or close to the dependent observation value, and replacing it with the value which would increase the difference between the variables.
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Is 0.45 a weak correlation?

When we are studying things that are more easily countable, we expect higher correlations. For example, with demographic data, we generally consider correlations above 0.75 to be relatively strong; correlations between 0.45 and 0.75 are moderate, and those below 0.45 are considered weak.
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Is 0.49 a weak correlation?

High Degree: Values between ±0.50 and ±1 suggest a strong correlation. Moderate Degree: Values between ±0.30 and ±0.49 indicate a moderate correlation. Low Degree: Values below +0.29 are considered a weak correlation. No Correlation: A value of zero implies no relationship.
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Is 0.1 a good correlation?

Positive correlation is measured on a 0.1 to 1.0 scale. Weak positive correlation would be in the range of 0.1 to 0.3, moderate positive correlation from 0.3 to 0.5, and strong positive correlation from 0.5 to 1.0. The stronger the positive correlation, the more likely the stocks are to move in the same direction.
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Is 0.74 a strong correlation?

Answer and Explanation:

This indicates that two variables are both increasing (or decreasing). This value, +0.74, is a strong positive correlation. For example, high spending, more debt, versus low spending, low debt.
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Is 0.07 a positive correlation?

-0.41 → weak negative correlation. 0.27 → weak positive correlation. -0.65 → medium negative correlation. 0.07 → lack of correlation.
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Is 0.04 a strong correlation?

Answers: The correlation coefficient of 0.04 indicates a weak negative correlation.
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Is 0.97 a strong correlation?

Extreme Correlation Coefficients

The variables would move in opposite directions in a nearly identical move. The values demonstrate the strength of a relationship as the numbers approach 1 or -1. Numbers of 0.92 or -0.97 would show a strong positive and negative correlation respectively.
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Is 0.73 a strong correlation?

R square of 0.73 tells us this is a postive correlation. R square of 73 would be a negative carrelation. We can tell that the coefficient of correlation is 0.73 which is a strong correlation, 0.25 is weak, and 0.5 is moderate.
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Is 0.61 a strong correlation coefficient?

correlations between 0.20-0.39 as weak, correlations 0.40-0.59 as moderate, correlations 0.60-0.79 as strong, and. correlations >0.80 as very strong.
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Is R 0.98 a strong correlation?

This AI-generated tip is based on Chegg's full solution. Sign up to see more! Understand that a correlation coefficient (r) of 0.98 is very close to +1, indicating a strong correlation.
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Is 0.89 a strong correlation?

Answer and Explanation:

The negative (-) sign before the number indicates it is negative, while the size of the number (0.89) indicates it is a strong relationship.
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Is R 0.87 a strong correlation?

The interpretation of r = 0.87 is a strong positive association, which means that as one variable increases, the other also increases, and this is a strong relationship. Options a and b incorrectly identify the association as negative, and c understates the strength. Therefore, option d is the correct answer.
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