E-Caron/slm: Stationary Linear Models

Provides statistical procedures for linear regression in the general context where the errors are assumed to be correlated. Different ways to estimate the asymptotic covariance matrix of the least squares estimators are available. Starting from this estimation of the covariance matrix, the confidence intervals and the usual tests on the parameters are modified. The functions of this package are very similar to those of 'lm': it contains methods such as summary(), plot(), confint() and predict(). The 'slm' package is described in the paper by E. Caron, J. Dedecker and B. Michel (2019), "Linear regression with stationary errors: the R package slm", arXiv preprint <arXiv:1906.06583>.

Getting started

Package details

AuthorEmmanuel Caron, Jérôme Dedecker, Bertrand Michel
MaintainerEmmanuel Caron <[email protected]>
LicenseGPL-3
Version1.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("E-Caron/slm")
E-Caron/slm documentation built on Jan. 9, 2020, 1:30 p.m.