Coenders, Germà; Greenacre, Michael Three approaches to supervised learning for compositional data with pairwise logratios. (English) Zbl 07778560 J. Appl. Stat. 50, No. 16, 3272-3293 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Coenders} and \textit{M. Greenacre}, J. Appl. Stat. 50, No. 16, 3272--3293 (2023; Zbl 07778560) Full Text: DOI arXiv
Tsagris, Michail; Alenazi, Abdulaziz; Stewart, Connie Flexible non-parametric regression models for compositional response data with zeros. (English) Zbl 1517.62046 Stat. Comput. 33, No. 5, Paper No. 106, 17 p. (2023). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{M. Tsagris} et al., Stat. Comput. 33, No. 5, Paper No. 106, 17 p. (2023; Zbl 1517.62046) Full Text: DOI arXiv
Han, Hyebin; Yu, Kyusang Partial linear regression of compositional data. (English) Zbl 1503.62041 J. Korean Stat. Soc. 51, No. 4, 1090-1116 (2022). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{H. Han} and \textit{K. Yu}, J. Korean Stat. Soc. 51, No. 4, 1090--1116 (2022; Zbl 1503.62041) Full Text: DOI
Nguyen, T. H. A.; Laurent, T.; Thomas-Agnan, C.; Ruiz-Gazen, A. Analyzing the impacts of socio-economic factors on French departmental elections with CoDa methods. (English) Zbl 07522681 J. Appl. Stat. 49, No. 5, 1235-1251 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{T. H. A. Nguyen} et al., J. Appl. Stat. 49, No. 5, 1235--1251 (2022; Zbl 07522681) Full Text: DOI Link
Chen, Jiajia; Zhang, Xiaoqin; Hron, Karel Partial least squares regression with compositional response variables and covariates. (English) Zbl 1521.62281 J. Appl. Stat. 48, No. 16, 3130-3149 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Chen} et al., J. Appl. Stat. 48, No. 16, 3130--3149 (2021; Zbl 1521.62281) Full Text: DOI
Hron, Karel; Coenders, Germá; Filzmoser, Peter; Palarea-Albaladejo, Javier; Faměra, Martin; Matys Grygar, Tomáš Analysing pairwise logratios revisited. (English) Zbl 1477.86029 Math. Geosci. 53, No. 7, 1643-1666 (2021). MSC: 86A32 PDFBibTeX XMLCite \textit{K. Hron} et al., Math. Geosci. 53, No. 7, 1643--1666 (2021; Zbl 1477.86029) Full Text: DOI
van den Boogaart, K. G.; Filzmoser, P.; Hron, K.; Templ, M.; Tolosana-Delgado, R. Classical and robust regression analysis with compositional data. (English) Zbl 1472.86031 Math. Geosci. 53, No. 5, 823-858 (2021). MSC: 86A32 62H11 PDFBibTeX XMLCite \textit{K. G. van den Boogaart} et al., Math. Geosci. 53, No. 5, 823--858 (2021; Zbl 1472.86031) Full Text: DOI
Vencálek, Ondřej; Hron, Karel; Filzmoser, Peter A comparison of generalised linear models and compositional models for ordered categorical data. (English) Zbl 07290034 Stat. Model. 20, No. 3, 249-273 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Vencálek} et al., Stat. Model. 20, No. 3, 249--273 (2020; Zbl 07290034) Full Text: DOI
Egozcue, Juan José; Pawlowsky-Glahn, Vera Compositional data: the sample space and its structure. (English) Zbl 1428.62220 Test 28, No. 3, 599-638 (2019). MSC: 62H12 62H25 62P20 60F05 62G30 PDFBibTeX XMLCite \textit{J. J. Egozcue} and \textit{V. Pawlowsky-Glahn}, Test 28, No. 3, 599--638 (2019; Zbl 1428.62220) Full Text: DOI
Chen, Jiajia; Zhang, Xiaoqin; Li, Shengjia Heteroskedastic linear regression model with compositional response and covariates. (English) Zbl 1516.62202 J. Appl. Stat. 45, No. 12, 2164-2181 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Chen} et al., J. Appl. Stat. 45, No. 12, 2164--2181 (2018; Zbl 1516.62202) Full Text: DOI
Louzada, Francisco; Shimizu, Taciana K. O.; Suzuki, Adriano K.; Mazucheli, Josmar; Ferreira, Paulo H. Compositional regression modeling under tilted normal errors: an application to a Brazilian Super League Volleyball data set. (English) Zbl 1449.62158 Chil. J. Stat. 9, No. 2, 33-53 (2018). MSC: 62J05 62P99 PDFBibTeX XMLCite \textit{F. Louzada} et al., Chil. J. Stat. 9, No. 2, 33--53 (2018; Zbl 1449.62158) Full Text: Link
Chen, Jiajia; Zhang, Xiaoqin; Li, Shengjia Multiple linear regression with compositional response and covariates. (English) Zbl 1516.62201 J. Appl. Stat. 44, No. 12, 2270-2285 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Chen} et al., J. Appl. Stat. 44, No. 12, 2270--2285 (2017; Zbl 1516.62201) Full Text: DOI Link
Monti, G. S.; Mateu-Figueras, G.; Pawlowsky-Glahn, V.; Egozcue, J. J. A regression model for compositional data based on the shifted-Dirichlet distribution. (English) Zbl 1357.62016 Martín-Fernández, Josep Antoni (ed.) et al., Compositional data analysis. CoDaWork, L’Escala, Spain, June 2015. Selected contributions based on the presentations at the workshop. Cham: Springer (ISBN 978-3-319-44810-7/hbk; 978-3-319-44811-4/ebook). Springer Proceedings in Mathematics & Statistics 187, 127-143 (2016). MSC: 62-07 62J05 51M20 53Z05 53D05 PDFBibTeX XMLCite \textit{G. S. Monti} et al., Springer Proc. Math. Stat. 187, 127--143 (2016; Zbl 1357.62016) Full Text: DOI
Di Marzio, Marco; Panzera, Agnese; Venieri, Catia Non-parametric regression for compositional data. (English) Zbl 07258981 Stat. Model. 15, No. 2, 113-133 (2015). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Di Marzio} et al., Stat. Model. 15, No. 2, 113--133 (2015; Zbl 07258981) Full Text: DOI
Tsagris, Michail Regression analysis with compositional data containing zero values. (English) Zbl 1449.62152 Chil. J. Stat. 6, No. 2, 47-57 (2015). MSC: 62J02 62H25 62M20 PDFBibTeX XMLCite \textit{M. Tsagris}, Chil. J. Stat. 6, No. 2, 47--57 (2015; Zbl 1449.62152) Full Text: arXiv Link
Ros-Freixedes, Roger; Estany, Joan On the compositional analysis of fatty acids in pork. (English) Zbl 1303.62094 J. Agric. Biol. Environ. Stat. 19, No. 1, 136-155 (2014). MSC: 62P12 PDFBibTeX XMLCite \textit{R. Ros-Freixedes} and \textit{J. Estany}, J. Agric. Biol. Environ. Stat. 19, No. 1, 136--155 (2014; Zbl 1303.62094) Full Text: DOI Link