Other packages > Find by keyword >

NonProbEst  

Estimation in Nonprobability Sampling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("NonProbEst", "0.2.4")



Attach the package and use:
library("NonProbEst")
Maintained by
Luis Castro Martín
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-06-18
Latest Update: 2020-06-03
Description:
Different inference procedures are proposed in the literature to correct for selection bias that might be introduced with non-random selection mechanisms. A class of methods to correct for selection bias is to apply a statistical model to predict the units not in the sample (super-population modeling). Other studies use calibration or Statistical Matching (statistically match nonprobability and probability samples). To date, the more relevant methods are weighting by Propensity Score Adjustment (PSA). The Propensity Score Adjustment method was originally developed to construct weights by estimating response probabilities and using them in Horvitz
How to cite:
Luis Castro Martín (2019). NonProbEst: Estimation in Nonprobability Sampling. R package version 0.2.4, https://cran.r-project.org/web/packages/NonProbEst. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2019-06-18 18:10), 0.2.0 (2019-09-07 10:00), 0.2.1 (2019-09-30 14:50), 0.2.2 (2019-11-29 12:40), 0.2.3 (2019-12-17 18:00)
Other packages that cited NonProbEst R package
View NonProbEst citation profile
Other R packages that NonProbEst depends, imports, suggests or enhances
Complete documentation for NonProbEst
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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