frechet
Statistical Analysis for Random Objects and Non-Euclidean Data
Provides implementation of statistical methods for random objects lying in various metric spaces, which are not necessarily linear spaces. The core of this package is Fréchet regression for random objects with Euclidean predictors, which allows one to perform regression analysis for non-Euclidean responses under some mild conditions. Examples include distributions in 2-Wasserstein space, covariance matrices endowed with power metric (with Frobenius metric as a special case), Cholesky and log-Cholesky metrics, spherical data. References: Petersen, A., & Müller, H.-G. (2019) doi:10.1214/17-AOS1624.
- Version0.3.0
- R versionunknown
- LicenseBSD_3_clause
- LicenseLICENSE
- Needs compilation?No
- Languageen-US
- Petersen, A., & Müller, H.-G. (2019)
- Last release12/09/2023
Documentation
Team
Yaqing Chen
Han Chen
Show author detailsRolesAuthorSu I Iao
Show author detailsRolesContributorYidong Zhou
Show author detailsRolesAuthorPoorbita Kundu
Show author detailsRolesContributorHans-Georg Müller
Show author detailsRolesCopyright holder, Thesis advisor, AuthorSatarupa Bhattacharjee
Show author detailsRolesAuthorChangbo Zhu
Show author detailsRolesContributorJianing Fan
Show author detailsRolesAuthorAlvaro Gajardo
Show author detailsRolesAuthorKyunghee Han
Show author detailsRolesAuthorParomita Dubey
Show author detailsRolesAuthorQixian Zhong
Show author detailsRolesAuthorPetersen Alexander
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 207 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 2 times.
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Last 365 days
This package has been downloaded 3,320 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 31 downloads.
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Dependencies
- Imports10 packages
- Suggests5 packages