Types of Correlation in Statistics

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24 Questions

What is the Pearson Product-Moment Correlation coefficient commonly called?

Karl Pearson r

What is the range of values for the coefficient of correlation?

-1 to 1

What does a correlation coefficient of zero indicate?

No relationship

What does the Partial Correlation measure?

Relationship without considering other independent variables

What is necessary to calculate the correlation coefficient?

Scatter diagram

Who first derived the Pearson Product-Moment Correlation Coefficient?

Karl Pearson

What is the definition of simple correlation?

The relationship between two variables involving constant rate of change

What type of correlation involves a change in one variable that is not at a fixed rate?

Curvilinear correlation

What is the characteristic of inverse correlation?

For every increase in one variable, there is a corresponding decrease in the second variable

Which type of correlation involves more than two variables?

Non-linear correlation

What defines multiple correlation?

The relationship between a dependent variable and more than two independent variables

For every increase in one variable, there is a corresponding decrease in the second variable is an example of ______ correlation.

inverse

What characterizes joint correlation?

The relationship between a dependent variable and two or more independent variables is changed with the addition of another independent variable

Linear correlation means that a change in one variable is at a constant rate with respect to the change in the second variable. The correlation between the variables may either be showing direct or ______ relationship.

inverse

Curvilinear correlation means that a change in one variable is not at a fixed rate. It may be increasing or decreasing with respect to the change in the other variable, which means the relationship is not ______.

linear

Multiple correlations involve more than two variables. The relationship between a dependent variable and two or more independent variables is usually measured. ______ correlation involves more than two variables.

Non-linear

Joint correlation is the correlation between the dependent variable and two or more variables, and it is changed with the addition of another independent variable. This defines ______ correlation.

Joint

The relationship in ______ correlation is similar to curvilinear correlation, however in this correlation more than two variables are involved.

non-linear

The values of the coefficient of correlation ranges between +1 to ______. Zero represents no relationship.

-1

The Pearson Product-Moment Correlation Coefficient is commonly called the Pearson ______

r

To obtain the quantitative value of the extent of the relationship between two sets of items, it is necessary to calculate the ______ coefficient.

correlation

The Partial Correlation is a relative measure of relationship between the dependent variable and a particular independent variable, without considering the effect of the other independent ______ under study.

variables

The Pearson Product-Moment Correlation Coefficient measures the linear relationship between two ______.

variables

The values of the coefficient of correlation ranges between +1 to -1. Zero represents no ______.

relationship

Test your knowledge about the types of correlation in statistics such as simple correlation and linear correlation. Learn about the relationships between independent and dependent variables, as well as direct and inverse relationships.

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