tools:::Rd_package_description("DataSimilarity")
tools:::Rd_package_author("DataSimilarity")
Maintainer: tools:::Rd_package_maintainer("DataSimilarity")
The DESCRIPTION file: tools:::Rd_package_DESCRIPTION("DataSimilarity") tools:::Rd_package_indices("DataSimilarity") The package provides various methods for comparing two or more datasets or their underlying distributions. Often, a permutation or asymptotic test for the null hypothesis of equal distributions \(H_0: F_1 = F_2\) or \(H_0: F_1 = \dots = F_k\) is performed.
Stolte, M., Kappenberg, F., Rahnenführer, J., Bommert, A. (2024). Methods for quantifying dataset similarity: a review, taxonomy and comparison. Statist. Surv. 18, 163 - 298. tools:::Rd_expr_doi("10.1214/24-SS149")
Stolte, M., Kappenberg, F., Rahnenführer, J. & Bommert, A. (2024). A Comparison of Methods for Quantifying Dataset Similarity. https://shiny.statistik.tu-dortmund.de/data-similarity/