Routines for Fit, Inference and Diagnostics in Linear L1 Models

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Documentation for package ‘diagL1’ version 0.0.6

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class_to_regL1 Change object class from "rq" to "regL1"
class_to_rq Change object class from "regL1" to "rq"
CookDistance Calculate Cook Distance
dlaplace Probability density function (PDF) of the Laplace distribution
FD F Distance
lambda_mle Function to estimate lambda via MLE
lambda_ros Function to calculate robust lambda estimator
laplace.dist.test Wrapper for the 'laplace.test' function from the 'lawstat' package
likelihoodCD Calculate Conditional Likelihood Displacement
likelihoodD Calculate Likelihood Displacement
plaplace Cumulative distribution function (CDF) of the Laplace distribution
print.regL1 Print an regL1 object
print.summary.regL1 Print Linear L1 Regression Summary Object
qlaplace Quantile function (inverse of the CDF) of the Laplace distribution
regL1 Fitting Linear L1 Models
rlaplace Function to generate random values from the Laplace distribution
SAE Function to calculate SAE
summary.regL1 Summary methods for L1 Regression