dacc: Detection and Attribution Analysis of Climate Change

Detection and attribution of climate change using methods including optimal fingerprinting via generalized total least squares or an estimating equation approach (Li et al., 2025, <doi:10.1175/JCLI-D-24-0193.1>; Ma et al., 2023, <doi:10.1175/JCLI-D-22-0681.1>). Provides shrinkage estimators for the covariance matrix following Ledoit and Wolf (2004, <doi:10.1016/S0047-259X(03)00096-4>) and Ledoit and Wolf (2017, <doi:10.2139/ssrn.2383361>).

Getting started

Package details

AuthorYan Li [aut, cre], Kun Chen [aut], Jun Yan [aut]
MaintainerYan Li <yan.4.li@uconn.edu>
LicenseGPL (>= 3)
Version0.0-7
URL https://github.com/LiYanStat/dacc
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("dacc")

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dacc documentation built on Nov. 5, 2025, 5:35 p.m.