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diagL1
View on CRAN: Click
here
Download and install diagL1 package within the R console
Install from CRAN:
install.packages("diagL1")
Install from Github:
library("remotes")
install_github("cran/diagL1")
Install by package version:
library("remotes")
install_version("diagL1", "1.0.0")
Attach the package and use:
library("diagL1")
Maintained by
Kevin Allan Sales Rodrigues
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All associated links for this package
First Published: 2023-08-31
Latest Update: 2024-01-30
Description:
Diagnostics for linear L1 regression (also known as LAD - Least Absolute Deviations), including: estimation, confidence intervals, tests of hypotheses, measures of leverage, methods of diagnostics for L1 regression, special diagnostics graphs and measures of leverage. The algorithms are based in Dielman (2005) , Elian et al. (2000) and Dodge (1997) . This package builds on the 'quantreg' package, which is a well-established package for tuning quantile regression models. There are also tests to verify if the errors have a Laplace distribution based on the work of Puig and Stephens (2000) .
How to cite:
Kevin Allan Sales Rodrigues (2023). diagL1: Routines for Fit, Inference and Diagnostics in Linear L1 and LAD Models. R package version 1.0.0, https://cran.r-project.org/web/packages/diagL1. Accessed 22 Dec. 2024.
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imports, suggests or enhances
Complete documentation for diagL1
Functions, R codes and Examples using
the diagL1 R package
Some associated functions: CookDistance . FD . Fire . HV_test . LF_test . PIF . SAE . bile . boot.regL1 . boot_het.regL1 . class_to_regL1 . class_to_rq . dlaplace . forwardSearch_regL1 . lambda_mle . lambda_ros . laplace.dist.test . likelihoodCD . likelihoodD . plaplace . plot.forwardSearch_regL1 . print.forwardSearch_regL1 . print.regL1 . print.summary.forwardSearch_regL1 . print.summary.regL1 . qlaplace . regL1 . regL1_het . rlaplace . summary.forwardSearch_regL1 . summary.regL1 .
Some associated R codes: CookDistance.R . FD.R . Fire.R . HV_test.R . LF_test.R . PIF.R . auxiliary_functions.R . bile.R . boot.regL1.R . boot_het.regL1.R . forwardSearch_regL1.R . fwd_regL1_methods.R . laplace.dist.test.R . laplace_functions.R . likelihoodCD.R . likelihoodD.R . regL1.R . regL1_het.R . Full diagL1 package functions and examples
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