Other packages > Find by keyword >

tidyvpc  

VPC Percentiles and Prediction Intervals
View on CRAN: Click here


Download and install tidyvpc package within the R console
Install from CRAN:
install.packages("tidyvpc")

Install from Github:
library("remotes")
install_github("cran/tidyvpc")

Install by package version:
library("remotes")
install_version("tidyvpc", "1.5.2")



Attach the package and use:
library("tidyvpc")
Maintained by
James Craig
[Scholar Profile | Author Map]
First Published: 2020-03-26
Latest Update: 2024-01-18
Description:
Perform a Visual Predictive Check (VPC), while accounting for stratification, censoring, and prediction correction. Using piping from 'magrittr', the intuitive syntax gives users a flexible and powerful method to generate VPCs using both traditional binning and a new binless approach Jamsen et al. (2018) <doi:10.1002/psp4.12319> with Additive Quantile Regression (AQR) and Locally Estimated Scatterplot Smoothing (LOESS) prediction correction.
How to cite:
James Craig (2020). tidyvpc: VPC Percentiles and Prediction Intervals. R package version 1.5.2, https://cran.r-project.org/web/packages/tidyvpc. Accessed 10 Apr. 2025.
Previous versions and publish date:
1.0.0 (2020-03-26 11:10), 1.1.0 (2020-09-29 09:00), 1.2.0 (2021-10-01 09:40), 1.3.0 (2022-03-10 23:10), 1.4.0 (2022-10-27 22:20), 1.5.0 (2023-10-30 16:10), 1.5.1 (2024-01-18 14:10)
Other packages that cited tidyvpc R package
View tidyvpc citation profile
Other R packages that tidyvpc depends, imports, suggests or enhances
Complete documentation for tidyvpc
Functions, R codes and Examples using the tidyvpc R package
Some associated functions: bininfo . binless . binning . binningfunctions . censoring . check_order . generics . nopredcorrect . npde . obs_cat_data . obs_data . observed . plot.tidyvpcobj . predcorrect . print.tidyvpcobj . sim_cat_data . sim_data . simulated . stratify . vpcstats . 
Some associated R codes: binless.R . data.R . npde.R . plot.R . vpcstats.R . vpcstats_fun.R .  Full tidyvpc package functions and examples
Downloads during the last 30 days
03/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for tidyvpc510152025303540455055TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
txtq  
A Small Message Queue for Parallel Processes
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
Download / Learn more Package Citations See dependency  
xtermStyle  
Terminal Text Formatting Using Escape Sequences
Can be used for coloring output in terminals. It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency  
GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
Download / Learn more Package Citations See dependency  
RODBC  
ODBC Database Access
webglobe  
3D Interactive Globes
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA