Other packages > Find by keyword >

LPsmooth  

LP Smoothed Inference and Graphics
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LPsmooth", "0.1.3")



Attach the package and use:
library("LPsmooth")
Maintained by
Xiangyu Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-29
Latest Update: 2020-11-24
Description:
Classical tests of goodness-of-fit aim to validate the conformity of a postulated model to the data under study. In their standard formulation, however, they do not allow exploring how the hypothesized model deviates from the truth nor do they provide any insight into how the rejected model could be improved to better fit the data. To overcome these shortcomings, we establish a comprehensive framework for goodness-of-fit which naturally integrates modeling, estimation, inference and graphics. In this package, the deviance tests and comparison density plots are performed to conduct the LP smoothed inference, where the letter L denotes nonparametric methods based on quantiles and P stands for polynomials. Simulations methods are used to perform variance estimation, inference and post-selection adjustments. Algeri S. and Zhang X. (2020) .
How to cite:
Xiangyu Zhang (2020). LPsmooth: LP Smoothed Inference and Graphics. R package version 0.1.3, https://cran.r-project.org/web/packages/LPsmooth. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.1.0 (2020-06-29 17:30), 0.1.1 (2020-08-10 10:30)
Other packages that cited LPsmooth R package
View LPsmooth citation profile
Other R packages that LPsmooth depends, imports, suggests or enhances
Complete documentation for LPsmooth
Functions, R codes and Examples using the LPsmooth R package
Some associated functions: CDplot . d_hat . dmixnegbinom . dmixtruncnorm . find_h_cont . find_h_disc . rmixnegbinom . rmixtruncnorm . 
Some associated R codes: functions_only.R .  Full LPsmooth package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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