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]
All associated links for this package
First Published: 2024-03-05
Latest Update: 2024-06-07
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 09 Mar. 2026.
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

Today's Hot Picks in Authors and Packages

rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
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  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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