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 26 Oct. 2026.
Previous versions and publish date:
0.1.0 (2020-06-29 17:30), 0.1.1 (2020-08-10 10:30), 0.1.3 (2020-11-24 12:30), (2026-07-09 08:08)
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

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  
SADEG  
Stability Analysis in Differentially Expressed Genes
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
Download / Learn more Package Citations See dependency  
rts2  
Log-Gaussian Cox Process Models with Approximations
Supports modelling real-time case data to facilitate the real-time surveillance of infectious disea ...
Download / Learn more Package Citations See dependency  
MARSS  
Multivariate Autoregressive State-Space Modeling
The MARSS package provides maximum-likelihood parameter estimation for constrained and unconstraine ...
Download / Learn more Package Citations See dependency  
LSDsensitivity  
Sensitivity Analysis Tools for 'LSD' Simulations
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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