There are many statistical tools used to estimate relationships between variables. These include covariance, correlation, ANOVA, simple linear regression, and multiple regression. In the table below, enter a Yes (or Y) or No (or N) in each box to indicate the best response. If a box does not apply, enter NA.
There are many statistical tools used to estimate relationships between variables. These include covariance, correlation, ANOVA, simple linear regression, and multiple regression. In the table below, enter a Yes (or Y) or No (or N) in each box to indicate the best response. If a box does not apply, enter NA.
Algebra and Trigonometry (MindTap Course List)
4th Edition
ISBN:9781305071742
Author:James Stewart, Lothar Redlin, Saleem Watson
Publisher:James Stewart, Lothar Redlin, Saleem Watson
Chapter1: Equations And Graphs
Section1.FOM: Focus On Modeling: Fitting Lines To Data
Problem 8P
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- Estimating Relationships – There are many statistical tools used to estimate relationships between variables. These include
covariance ,correlation , ANOVA, simple linear regression, and multiple regression. In the table below, enter a Yes (or Y) or No (or N) in each box to indicate the best response. If a box does not apply, enter NA.
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Covariance |
Correlation |
ANOVA |
Simple Linear Regression |
Multiple Regression |
Example: Works well with a categorical dependent variable. |
NA (no dependent variable) |
NA (no dependent variable) |
N (should be continuous dependent variable) |
N (logistic regression) |
N (logistic regression) |
Example: Can be used to estimation direction of relation between variables |
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Works well with one or more categorical variables |
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Can be used to measure the magnitude of relationship between variables |
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Works well with mostly continuous variables |
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Estimated relationship depends on scale |
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Can be used with multiple independent variables |
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