Other packages > Find by keyword >

BivRegBLS  

Tolerance Interval and EIV Regression - Method Comparison Studies
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BivRegBLS", "1.1.1")



Attach the package and use:
library("BivRegBLS")
Maintained by
Bernard G Francq
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-01-06
Latest Update: 2019-10-10
Description:
Assess the agreement in method comparison studies by tolerance intervals and errors-in-variables (EIV) regressions. The Ordinary Least Square regressions (OLSv and OLSh), the Deming Regression (DR), and the (Correlated)-Bivariate Least Square regressions (BLS and CBLS) can be used with unreplicated or replicated data. The BLS() and CBLS() are the two main functions to estimate a regression line, while XY.plot() and MD.plot() are the two main graphical functions to display, respectively an (X,Y) plot or (M,D) plot with the BLS or CBLS results. Four hyperbolic statistical intervals are provided: the Confidence Interval (CI), the Confidence Bands (CB), the Prediction Interval and the Generalized prediction Interval. Assuming no proportional bias, the (M,D) plot (Band-Altman plot) may be simplified by calculating univariate tolerance intervals (beta-expectation (type I) or beta-gamma content (type II)). Major updates from last version 1.0.0 are: title shortened, include the new functions BLS.fit() and CBLS.fit() as shortcut of the, respectively, functions BLS() and CBLS(). References: B.G. Francq, B. Govaerts (2016) , B.G. Francq, B. Govaerts (2014) , B.G. Francq, B. Govaerts (2014) , B.G. Francq (2013), PhD Thesis, UCLouvain, Errors-in-variables regressions to assess equivalence in method comparison studies, .
How to cite:
Bernard G Francq (2017). BivRegBLS: Tolerance Interval and EIV Regression - Method Comparison Studies. R package version 1.1.1, https://cran.r-project.org/web/packages/BivRegBLS. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0.0 (2017-01-06 13:14)
Other packages that cited BivRegBLS R package
View BivRegBLS citation profile
Other R packages that BivRegBLS depends, imports, suggests or enhances
Complete documentation for BivRegBLS
Functions, R codes and Examples using the BivRegBLS R package
Some associated functions: Aromatics . BLS.fit . BLS.ht . BLS . BivRegBLS-package . CBLS.fit . CBLS . DR . FullCIs.MD . FullCIs.XY . GraphFullCIs.MD . GraphFullCIs.XY . MD.horiz.lines . MD.plot . OLSh . OLSv . SBP . XY.plot . antilog.pred . desc.stat . df.WS . lambdas . raw.plot . 
Some associated R codes: BLS.R . BLS.fit.R . BLS.ht.R . CBLS.R . CBLS.fit.R . DR.R . FullCIs.MD.R . FullCIs.XY.R . GraphFullCIs.MD.R . GraphFullCIs.XY.R . MD.horiz.lines.R . MD.plot.R . OLSh.R . OLSv.R . XY.plot.R . antilog.pred.R . desc.stat.R . df.WS.R . lambdas.R . raw.plot.R .  Full BivRegBLS package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
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  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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