# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "BiplotML" in publications use:' type: software license: MIT title: 'BiplotML: Logistic Biplot Estimation Using Machine Learning Algorithms' version: 1.1.1 doi: 10.3390/math9162015 abstract: 'Implements methods for fitting logistic biplot models to multivariate binary data. The logistic biplot represents individuals as points and binary variables as directed vectors in a low-dimensional subspace; the orthogonal projection of each individual onto a variable vector approximates the expected probability that the corresponding characteristic is present. Available fitting methods include conjugate gradient algorithms, a coordinate descent Majorization-Minimization (MM) algorithm, and a block coordinate descent algorithm based on data projection that supports matrices with missing values and allows new individuals to be projected as supplementary rows without refitting the model. A cross-validation procedure is provided to select the number of latent dimensions k. References: Babativa-Marquez and Vicente-Villardon (2021) ; Vicente-Villardon and Galindo (2006, ISBN:9780470973196).' authors: - family-names: Babativa-Marquez given-names: Jose Giovany email: jgbabativam@unal.edu.co orcid: https://orcid.org/0000-0002-4989-7459 preferred-citation: type: article title: Logistic Biplot by Conjugate Gradient Algorithms and Iterated SVD authors: - family-names: Babativa-Marquez given-names: Jose Giovany email: jgbabativam@unal.edu.co orcid: https://orcid.org/0000-0002-4989-7459 - family-names: Vicente-Villardon given-names: Jose Luis journal: Mathematics year: '2021' volume: '9' issue: '16' doi: 10.3390/math9162015 start: '2015' repository: https://cran.r-universe.dev repository-code: https://github.com/jgbabativam/BiplotML commit: e7124c6c078d3600a1a1bfd358da44055b4edfe4 url: https://github.com/jgbabativam/BiplotML date-released: '2026-04-30' contact: - family-names: Babativa-Marquez given-names: Jose Giovany email: jgbabativam@unal.edu.co orcid: https://orcid.org/0000-0002-4989-7459