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What are explanatory variables in regression?

Anonymous

∙ 12y ago

Updated: 4/28/2022

Explanatory (or independent) variables are variables such that changes in their value are thought to cause changes in the "dependent" variables.

Wiki User

∙ 12y ago

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Continue Learning about Other Math

What are explanatory and response variables in statistics?

Explanatory and Response variables are just fancy words for independent and dependent variables. Explanatory is the independent variable and response is the dependent variable.

Simple regression and multiple regression?

Simple regression is used when there is one independent variable. With more independent variables, multiple regression is required.

What is the explanatory variable?

An explanatory variable is one which may be used to explain or predict changes in the values of another variable. There may be several explanatory variables.

Does a regression model imply causation?

No it doesn't. Cause and effect is not demonstrated with regression, it only shows that the variables differ together. One variable could be affecting another or the affects could be coming from the way the data is defined.

What is lower case r in stats?

It is usually the regression coefficient: a measure of the degree to which two variables change in agreement with one another.

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