How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
JSTOR Daily

On the Misuse of Residuals in Ecology: Regression of Residuals vs. Multiple Regression

This is a preview. Log in through your library . Abstract 1. Residuals from linear regressions are used frequently in statistical analysis, often for the purpose of controlling for unwanted effects in ...
JSTOR Daily

On the Misuse of Residuals in Ecology: Testing Regression Residuals vs. the Analysis of Covariance

This is a preview. Log in through your library . Abstract 1. An analysis of variance (ANOVA) or other linear models of the residuals of a simple linear regression is being increasingly used in ecology ...
isixsigma on MSN

Standardized Residuals: Insights into Calculations, Interpretations, and Applications

What are standardized residuals? How do I calculate it? How do I use it and interpret it? What are its benefits? The answers ...
Nature

Regression diagnostics

Residual plots can be used to validate assumptions about the regression model. Figure 1: Residual plots are helpful in assessments of nonlinear trends and heteroscedasticity. A formal test of lack of ...