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]
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 06 May. 2025.
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
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for LPsmooth02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

HuraultMisc  
Guillem Hurault Functions' Library
Contains various functions for data analysis, notably helpers and diagnostics for Bayesian modelling ...
Download / Learn more Package Citations See dependency  
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  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  
tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  
rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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