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SCoRES  

Simultaneous Confidence Region Excursion Sets
View on CRAN: Click here


Download and install SCoRES package within the R console
Install from CRAN:
install.packages("SCoRES")

Install from Github:
library("remotes")
install_github("cran/SCoRES")

Install by package version:
library("remotes")
install_version("SCoRES", "0.1.2")



Attach the package and use:
library("SCoRES")
Maintained by
Zhuoran Yu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-17
Latest Update: 2025-11-17
Description:
Provides computational tools for estimating inverse regions and constructing the corresponding simultaneous outer and inner confidence regions. Acceptable input includes both one-dimensional and two-dimensional data for linear, logistic, functional, and spatial generalized least squares regression models. Functions are also available for constructing simultaneous confidence bands (SCBs) for these models. The definition of simultaneous confidence regions (SCRs) follows Sommerfeld et al. (2018) <doi:10.1080/01621459.2017.1341838>. Methods for estimating inverse regions, SCRs, and the nonparametric bootstrap are based on Ren et al. (2024) <doi:10.1093/jrsssc/qlae027>. Methods for constructing SCBs are described in Crainiceanu et al. (2024) <doi:10.1201/9781003278726> and Telschow et al. (2022) <doi:10.1016/j.jspi.2021.05.008>.
How to cite:
Zhuoran Yu (2025). SCoRES: Simultaneous Confidence Region Excursion Sets. R package version 0.1.2, https://cran.r-project.org/web/packages/SCoRES. Accessed 05 Jun. 2026.
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Full SCoRES package functions and examples
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