Other packages > Find by keyword >

SAMBA  

Selection and Misclassification Bias Adjustment for Logistic Regression Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SAMBA", "0.9.0")



Attach the package and use:
library("SAMBA")
Maintained by
Alexander Rix
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-20
Latest Update: 2020-02-20
Description:
Health research using data from electronic health records (EHR) has gained popularity, but misclassification of EHR-derived disease status and lack of representativeness of the study sample can result in substantial bias in effect estimates and can impact power and type I error for association tests. Here, the assumed target of inference is the relationship between binary disease status and predictors modeled using a logistic regression model. 'SAMBA' implements several methods for obtaining bias-corrected point estimates along with valid standard errors as proposed in Beesley and Mukherjee (2020) , currently under review.
How to cite:
Alexander Rix (2020). SAMBA: Selection and Misclassification Bias Adjustment for Logistic Regression Models. R package version 0.9.0, https://cran.r-project.org/web/packages/SAMBA. Accessed 09 Sep. 2026.
Previous versions and publish date:
(2026-07-09 08:24), 0.9.0 (2020-02-20 08:50)
Other packages that cited SAMBA R package
View SAMBA citation profile
Other R packages that SAMBA depends, imports, suggests or enhances
Complete documentation for SAMBA
Functions, R codes and Examples using the SAMBA R package
Some associated functions: approxdist . nonlogistic . obsloglik . obsloglikEM . samba.df . sensitivity . 
Some associated R codes: approxdist.R . data.R . nonlogistic.R . obsloglik.R . obsloglikEM.R . sensitivity.R . utilityfunctions.R . variance.R .  Full SAMBA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

adea  
Alternate DEA Package
The meaning of adea is "alternate DEA". This package is devoted to provide the alternative method of ...
Download / Learn more Package Citations See dependency  
CenBAR  
Broken Adaptive Ridge AFT Model with Censored Data
Broken adaptive ridge estimator for censored data is used to select variables and estimate their co ...
Download / Learn more Package Citations See dependency  
gpg  
GNU Privacy Guard for R
Bindings to GnuPG for working with OpenGPG (RFC4880) cryptographic methods. Includes utilities for ...
Download / Learn more Package Citations See dependency  
slackr  
Send Messages, Images, R Objects and Files to 'Slack' Channels/Users
'Slack' <https://slack.com/> provides a service ...
Download / Learn more Package Citations See dependency  
FixedPoint  
Algorithms for Finding Fixed Point Vectors of Functions
For functions that take and return vectors (or scalars), this package provides 8 algorithms for find ...
Download / Learn more Package Citations See dependency  
febr  
Data Repository of the Brazilian Soil
Utilities to access and process data from the Data Repository of the Brazilian Soil ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,476

Author Associations

28,481

Publication Badges

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