Microbiome datasets are compositional: and this is not optional GB Gloor, JM Macklaim, V Pawlowsky-Glahn, JJ Egozcue Frontiers in microbiology 8, 2224, 2017 | 2150 | 2017 |
Isometric logratio transformations for compositional data analysis JJ Egozcue, V Pawlowsky-Glahn, G Mateu-Figueras, C Barcelo-Vidal Mathematical geology 35 (3), 279-300, 2003 | 2119 | 2003 |
Modeling and analysis of compositional data V Pawlowsky-Glahn, JJ Egozcue, R Tolosana-Delgado John Wiley & Sons, 2015 | 934 | 2015 |
Compositional data analysis V Pawlowsky-Glahn, A Buccianti Wiley, 2011 | 806 | 2011 |
Groups of parts and their balances in compositional data analysis JJ Egozcue, V Pawlowsky-Glahn Mathematical Geology 37, 795-828, 2005 | 709 | 2005 |
Dealing with zeros and missing values in compositional data sets using nonparametric imputation JA Martín-Fernández, C Barceló-Vidal, V Pawlowsky-Glahn Mathematical Geology 35, 253-278, 2003 | 629 | 2003 |
Logratio analysis and compositional distance J Aitchison, C Barceló-Vidal, JA Martín-Fernández, V Pawlowsky-Glahn Mathematical geology 32, 271-275, 2000 | 585 | 2000 |
Compositional data and their analysis: an introduction V Pawlowsky-Glahn, JJ Egozcue Geological Society, London, Special Publications 264 (1), 1-10, 2006 | 480 | 2006 |
Geometric approach to statistical analysis on the simplex V Pawlowsky-Glahn, JJ Egozcue Stochastic Environmental Research and Risk Assessment 15, 384-398, 2001 | 466 | 2001 |
Proportionality: a valid alternative to correlation for relative data D Lovell, V Pawlowsky-Glahn, JJ Egozcue, S Marguerat, J Bähler PLoS computational biology 11 (3), e1004075, 2015 | 301 | 2015 |
It's all relative: analyzing microbiome data as compositions GB Gloor, JR Wu, V Pawlowsky-Glahn, JJ Egozcue Annals of epidemiology 26 (5), 322-329, 2016 | 290 | 2016 |
Simplicial geometry for compositional data JJ Egozcue, V Pawlowsky-Glahn Geological Society, London, Special Publications 264 (1), 145-159, 2006 | 235 | 2006 |
Compositional data analysis in the geosciences: from theory to practice A Buccianti, G Mateu-Figueras, V Pawlowsky-Glahn Geological Society of London, 2006 | 227 | 2006 |
Geostatistical analysis of compositional data V Pawlowsky-Glahn, RA Olea Oxford University Press, 2004 | 223 | 2004 |
Balances: a new perspective for microbiome analysis J Rivera-Pinto, JJ Egozcue, V Pawlowsky-Glahn, R Paredes, ... MSystems 3 (4), 10.1128/msystems. 00053-18, 2018 | 209 | 2018 |
The one-hour course in compositional data analysis or compositional data analysis is simple J Aitchison, V Pawlowsky-Glahn Proceedings of IAMG 97, 3-35, 1997 | 191 | 1997 |
Hilbert space of probability density functions based on Aitchison geometry JJ Egozcue, JL Díaz–Barrero, V Pawlowsky–Glahn Acta Mathematica Sinica 22 (4), 1175-1182, 2006 | 169 | 2006 |
BLU estimators and compositional data V Pawlowsky-Glahn, JJ Egozcue Mathematical Geology 34, 259-274, 2002 | 159 | 2002 |
New perspectives on water chemistry and compositional data analysis A Buccianti, V Pawlowsky-Glahn Mathematical Geology 37, 703-727, 2005 | 157 | 2005 |
Microbiome datasets are compositional: and this is not optional. Front Microbiol 8: 2224 GB Gloor, JM Macklaim, V Pawlowsky-Glahn, JJ Egozcue | 155 | 2017 |