STATISTICS II (İSTATİSTİK II) - (İNGİLİZCE) Dersi Correlation and Regression Analysis soru detayı:

PAYLAŞ:

SORU:

Discuss Pearson’s correlation coefficient in terms of correlation and causation.


CEVAP:

The Pearson’s correlation coefficient is a very useful tool to show the degree of the linear relationship between two variables. The Pearson’s correlation coefficient is not a perfect tool, and we should be careful while using it. First of all, Pearson’s correlation coefficient does not show the causal relationship. A relationship shown by Pearson’s correlation coefficient does not necessarily mean that one variable’s existence is the cause of the second variable’s existence. There may always many known or unknown effects on the existence of a variable.