Other packages > Find by keyword >

pldamixture  

Post-Linkage Data Analysis Based on Mixture Modelling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pldamixture", "0.1.1")



Attach the package and use:
library("pldamixture")
Maintained by
Priyanjali Bukke
[Scholar Profile | Author Map]
First Published: 2024-03-05
Latest Update: 2024-03-05
Description:
Perform inference in the secondary analysis setting with linked data potentially containing mismatch errors. Only the linked data file may be accessible and information about the record linkage process may be limited or unavailable. Implements the 'General Framework for Regression with Mismatched Data' developed by Slawski et al. (2023) . The framework uses a mixture model for pairs of linked records whose two components reflect distributions conditional on match status, i.e., correct match or mismatch. Inference is based on composite likelihood and the Expectation-Maximization (EM) algorithm. The package currently supports Cox Proportional Hazards Regression (right-censored data only) and Generalized Linear Regression Models (Gaussian, Gamma, Poisson, and Logistic (binary models only)). Information about the underlying record linkage process can be incorporated into the method if available (e.g., assumed overall mismatch rate, safe matches, predictors of match status, or predicted probabilities of correct matches).
How to cite:
Priyanjali Bukke (2024). pldamixture: Post-Linkage Data Analysis Based on Mixture Modelling. R package version 0.1.1, https://cran.r-project.org/web/packages/pldamixture. Accessed 01 May. 2025.
Previous versions and publish date:
0.1.0 (2024-03-05 11:30)
Other packages that cited pldamixture R package
View pldamixture citation profile
Other R packages that pldamixture depends, imports, suggests or enhances
Complete documentation for pldamixture
Functions, R codes and Examples using the pldamixture R package
Full pldamixture package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for pldamixture051015202530354045505560TrendBars

Today's Hot Picks in Authors and Packages

pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
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  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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