- Trending Categories
Data Structure
Networking
RDBMS
Operating System
Java
iOS
HTML
CSS
Android
Python
C Programming
C++
C#
MongoDB
MySQL
Javascript
PHP
- Selected Reading
- UPSC IAS Exams Notes
- Developer's Best Practices
- Questions and Answers
- Effective Resume Writing
- HR Interview Questions
- Computer Glossary
- Who is Who
How to create a residual plot in R with better looking aesthetics?
The default residual plot can be created by using the model object name in base R but that is not very attractive. To create a residual plot with better looking aesthetics, we can use resid_panel function of ggResidpanel package. It is created in the same way as the residual plot in base R, also it results in all the relevant graph in one window.
Example
Consider the below data frame −
> x<-rnorm(20) > y<-rnorm(20) > df<-data.frame(x,y) > df
Output
x y 1 0.48508894 0.217379409 2 0.75113573 -0.657179470 3 -0.13075185 -0.549613217 4 -0.26867557 1.156736294 5 0.40407850 0.640387394 6 -0.23816272 -0.807847198 7 -0.57278583 0.600249694 8 -0.78222676 -0.711133218 9 1.70161645 0.843898300 10 1.38489941 0.007269587 11 0.02057673 -0.771582102 12 -0.64580925 0.635760620 13 0.82489995 1.528871204 14 0.15353169 -0.554865220 15 -1.12280936 1.034474607 16 0.80230963 1.071006553 17 -0.45834453 0.134977920 18 -0.09765087 -1.290718839 19 -0.04070513 -0.471208528 20 -0.47139575 1.071669012
Example
> Model<-lm(y~x,data=df)
Loading ggResidpanel package and creating the residual plot −
Example
> library(ggResidpanel) > resid_panel(Model)
Output
Updated on 04-Jan-2021 06:57:21
- Related Questions & Answers
- How to create a plot in R with gridlines using plot function?
- How to create a plot with cross sign in R?
- How to create a plot in R with a different plot window size using plot function?
- How to create a staircase plot in R?
- Plotting regression and residual plot in Matplotlib
- How to create a bar plot with ggplot2 using stat_summary in R?
- How to create a plot with dashed regression line in base R?
- How to create ACF plot in R?
- How to find the residual of a glm model in R?
- How to create a plot with reversed Y-axis labels in base R?
- How to create a plot title with unicode characters using ggplot2 in R?
- How to create a bar plot with bars for missing values in R?
- How to create plot in R with different shape of points?
- How to create stacked plot with density using ggplot2 in R?
- How to create a dot plot using ggplot2 in R?
Advertisements