bifurcatingr: Bifurcating Autoregressive Models

Estimation of bifurcating autoregressive models of any order, p, BAR(p) as well as several types of bias correction for the least squares estimators of the autoregressive parameters as described in Zhou and Basawa (2005) <doi:10.1016/j.spl.2005.04.024> and Elbayoumi and Mostafa (2020) <doi:10.1002/sta4.342>. Currently, the bias correction methods supported include bootstrap (single, double and fast-double) bias correction and linear-bias-function-based bias correction. Functions for generating and plotting bifurcating autoregressive data from any BAR(p) model are also included. This new version includes calculating several type of bias-corrected and -uncorrected confidence intervals for the least squares estimators of the autoregressive parameters as described in Elbayoumi and Mostafa (2023) <doi:10.6339/23-JDS1092>.

Package details

AuthorTamer Elbayoumi [aut, cre], Sayed Mostafa [aut]
MaintainerTamer Elbayoumi <tmelbayoumi@ncat.edu>
LicenseAGPL (>= 3)
Version2.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bifurcatingr")

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bifurcatingr documentation built on May 29, 2024, 9:05 a.m.