ols_leverage: Leverage
In cmlopera/olsrr: Tools for Building OLS Regression Models
Description
Usage
Arguments
Value
References
See Also
Examples
Description
The leverage of an observation is based on how much the observation's value
on the predictor variable differs from the mean of the predictor variable.
The greater an observation's leverage, the more potential it has to be an
influential observation.
Usage
1
ols_leverage(model)
Arguments
model
An object of class lm.
Value
Leverage of the model.
References
Kutner, MH, Nachtscheim CJ, Neter J and Li W., 2004, Applied Linear Statistical Models (5th edition).
Chicago, IL., McGraw Hill/Irwin.
See Also
Other influence measures: ols_hadi,
ols_pred_rsq, ols_press
Examples
1
2
model <- lm(mpg ~ disp + hp + wt + qsec, data = mtcars)
ols_leverage(model)
cmlopera/olsrr documentation built on May 26, 2019, 10:34 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Value References See Also Examples
Description
The leverage of an observation is based on how much the observation's value on the predictor variable differs from the mean of the predictor variable. The greater an observation's leverage, the more potential it has to be an influential observation.
Usage
1 | ols_leverage(model)
|
Arguments
model |
An object of class |
Value
Leverage of the model.
References
Kutner, MH, Nachtscheim CJ, Neter J and Li W., 2004, Applied Linear Statistical Models (5th edition). Chicago, IL., McGraw Hill/Irwin.
See Also
Other influence measures: ols_hadi,
ols_pred_rsq, ols_press
Examples
1 2 | model <- lm(mpg ~ disp + hp + wt + qsec, data = mtcars)
ols_leverage(model)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.