CepReg: A Cepstral Model for Covariate-Dependent Time Series

Modeling associations between covariates and power spectra of replicated time series using a cepstral-based semiparametric framework. Implements a fast two-stage estimation procedure via Whittle likelihood and multivariate regression.The methodology is based on Li and Dong (2025) <doi:10.1080/10618600.2025.2473936>.

Getting started

Package details

AuthorQi Xia [aut, cre], Zeda Li [aut, ctb]
MaintainerQi Xia <xiaqi1010@gmail.com>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CepReg")

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CepReg documentation built on Sept. 10, 2025, 10:38 a.m.