Visualization of Regression Models Using visreg

@inproceedings{Breheny2012VisualizationOR,
  title={Visualization of Regression Models Using visreg},
  author={Patrick Breheny and Woodrow Burchett},
  year={2012}
}
Abstract Regression models allow one to isolate the relationship between the outcome and an explanatory variable while the other variables are held constant. Here, we introduce an R package, visreg, for the convenient visualization of this relationship via short, simple function calls. In addition to estimates of this relationship, the package also provides pointwise confidence bands and partial residuals to allow assessment of variability as well as outliers and other deviations from modeling… CONTINUE READING
Highly Cited
This paper has 88 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 47 extracted citations

89 Citations

02040'13'14'15'16'17'18
Citations per Year
Semantic Scholar estimates that this publication has 89 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 32 references

Diagnostic tools for hierarchical linear models

  • A. Loy, H. Hofmann
  • Wiley Interdisciplinary Reviews: Computational…
  • 2013
2 Excerpts

Lme4: Linear Mixed-Effects Models Using S4 Classes, 2012. R package version 0.999999-0

  • D. Bates, M. Maechler, B. Bolker
  • 2012
2 Excerpts

Mgcv: Mixed GAM Computation Vehicle with GCV/AIC/REML Smoothness Estimation, 2012. R package version 1.7-17

  • S. Wood
  • 2012
1 Excerpt

mgcv : Mixed GAM Computation Vehicle with GCV / AIC / REML Smoothness Estimation

  • S. Wood
  • 2012
1 Excerpt

An R Companion to Applied Regression

  • J. Fox, S. Weisberg
  • Sage, Thousand Oaks CA,
  • 2011
2 Excerpts

Rgl: 3D Visualization

  • D. Adler, D. Murdoch
  • Device System (OpenGL),
  • 2011
1 Excerpt

Locfit: Local Regression, Likelihood and Density Estimation., 2010. R package version 1.5-6

  • C. Loader
  • 2010
2 Excerpts

locfit : Local Regression , Likelihood and Density Estimation

  • C. Loader
  • 2010
1 Excerpt

Similar Papers

Loading similar papers…