Question
Explain the types of correlation.

Answer

Type Meaning Value of correlation coefficient Example
Positive Both variables either increase or decrease at the same time. Between 0.00 and +1.00 Higher the amount of practice, the greater the chances of success. So, practice and success are positively correlated.
Negative An increase in one variable is associated with a decrease in the other and vice versa. Between 0.00 to –1.00 The higher the expenses, the lower the amount of savings. So, expenses and the amount of savings are negatively correlated.
Zero Here, any change in one variable brings no significant change in other variables. Zero The level of income is not related to relations with neighbours. So, income level and relation with neighbours are not correlated.

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