Compositional Data Analysis: Theory and Applications

Cited by (700)

Items 101–200 of 700

1. Source patterns of Zn, Pb, Cr and Ni potentially toxic elements (PTEs) through a compositional discrimination analysis: A case study on the Campanian topsoil data
   Attila Petrik, Matar Thiombane, Stefano Albanese · 2018 · Geoderma
2. Human Immune System Variation during 1 Year
   Tadepally Lakshmikanth, Sayyed Auwn Muhammad, Axel Olin, Yang Chen, Jaromír Mikeš, Linn Fagerberg, Anders Gummesson, Göran M.L. Bergström, Mathias Uhlén, Petter Brodin · 2020 · Cell Reports
3. 24‐hour movement behaviors and fitness in preschoolers: A compositional and isotemporal reallocation analysis
   Luís Lemos, Cain C. T. Clark, Caroline Brand, Maria Luiza Felix Pessoa, Anelise Reis Gaya, Jorge Augusto Pinto Silva Mota, Michael Joseph Duncan, Clarice Martins · 2021 · Scandinavian Journal of Medicine and Science in Sports
4. Phosphorus Over-Fertilization and Nutrient Misbalance of Irrigated Tomato Crops in Brazil
   Rodrigo Hiyoshi Dalmazzo Nowaki, Sérge-Étienne Parent, Arthur Bernardes Cecílio Filho · 2017 · Frontiers in Plant Science
5. Applying compositional data methodology to nutritional epidemiology
   Maria Léa Corrêa Leite · 2014 · Statistical Methods in Medical Research
6. Determinants in Tourist Expenditure Composition — The Role of Airline Types
   Berta Ferrer-Rosell, Germà Coenders, Esther Martínez‐García · 2015 · Tourism Economics
7. The effect of fruit size and fruit colour on chemical composition in ‘Kordia’ sweet cherry (Prunus avium L.)
   V. Usenik, Franci Štampar, Maja Mikulič-Petkovšek · 2014 · Journal of Food Composition and Analysis
8. Robust Principal Component Analysis for Power Transformed Compositional Data
   Janice L. Scealy, Patrice de Caritat, Eric C. Grunsky · 2015 · Journal of the American Statistical Association
9. Geogenic versus anthropogenic behaviour and geochemical footprint of Al, Na, K and P in the Campania region (Southern Italy) soils through compositional data analysis and enrichment factor
   Matar Thiombane, Marcello Di Bonito, Stefano Albanese · 2018 · Geoderma
10. Predation and competition effects on the size diversity of aquatic communities
    Xavier D. Quintana, Matı́as Arim, Anna Badosa, José María Blanco, Dani Boix, Sandra Brucet, Jordi Compte, Juan José Egozcue, Elvira de Eyto, Ursula Gaedke et al. · 2014 · Aquatic Sciences
11. A review of platinum group element (PGE) geochemistry and a study of the changes of PGE contents in the topsoil of Berlin, Germany, between 1992 and 2013
    Manfred Birke, Uwe Rauch, Jens Stummeyer, Hans Lorenz, Beate Keilert · 2017 · Journal of Geochemical Exploration
12. Compositional Proteomics: Effects of Spatial Constraints on Protein Quantification Utilizing Isobaric Tags
    Jonathon J. O’Brien, Jeremy D. O’Connell, João A. Paulo, Sanjukta Guha Thakurta, Christopher M. Rose, Michael P. Weekes, Edward L. Huttlin, Steven P. Gygi · 2017 · Journal of Proteome Research
13. Pits, pots and plants at Pangwari — Deciphering the nature of a Nok Culture site
    Gabriele Franke, Alexa Höhn, Annika Schmidt · 2020 · Azania Archaeological Research in Africa
14. Identification of heavy metal pollution sources and its associated risk assessment in an industrial town using the K-means clustering technique
    Niyayesh Khorshidi, Mohammad Parsa, David Richard Lentz · 2021 · Applied Geochemistry
15. Soil geochemical follow-up in the Cilento World Heritage Park (Campania, Italy) through exploratory compositional data analysis and C-A fractal model
    Matar Thiombane, Daniela Zuzolo, Domenico Cicchella · 2017 · Journal of Geochemical Exploration
16. Spatiotemporal Infectious Disease Modeling: A BME-SIR Approach
    José Miguel Angulo, Hwa‐Lung Yu, Andreas Langousis, Alexander Kolovos, Jinfeng Wang, Ana E. Madrid, George Christakos · 2013 · PLoS ONE
17. Uranium, thorium and potassium insights on Campania region (Italy) soils: Sources patterns based on compositional data analysis and fractal model
    Ilaria Guagliardi, Daniela Zuzolo, Stefano Albanese · 2020 · Journal of Geochemical Exploration
18. On the Compositional Analysis of Fatty Acids in Pork
    Ros-Freixedes, Roger, Estany, Joan · 2014 · Journal of Agricultural Biological and Environmental Statistics
19. Statistical models for point-counting data
    Pieter Vermeesch · 2018 · Earth and Planetary Science Letters
20. Category-based fractal modelling: A novel model to integrate the geology into the data for more effective processing and interpretation
    Behnam Sadeghi, David R. Cohen · 2021 · Journal of Geochemical Exploration
21. Compositional Data Analysis of Harmonic Structures in Popular Music
    John Burgoyne, Jonathan Wild, Ichiro Fujinaga · 2013 · Lecture notes in computer science
22. Oxidized phosphatidylcholines suggest oxidative stress in patients with medium-chain acyl-CoA dehydrogenase deficiency
    Lukáš Najdekr, Alžběta Gardlo, Lucie Mádrová · 2015 · Talanta
23. New Insights into Element Distribution Patterns in Geochemistry: A Perspective from Fractal Density
    Yue Liu, Qiuming Cheng, Kefa Zhou · 2018 · Natural Resources Research
24. The selection and analysis of fatty acid ratios: A new approach for the univariate and multivariate analysis of fatty acid trophic markers in marine pelagic organisms
    Martin Graeve, Michael John Greenacre · 2020 · Limnology and Oceanography Methods
25. Compositional Balance Analysis: An Elegant Method of Geochemical Pattern Recognition and Anomaly Mapping for Mineral Exploration
    Yue Liu, Emmanuel John M. Carranza, Kefa Zhou · 2019 · Natural Resources Research
26. Exploring element accumulation patterns of a metal excluder plant naturally colonizing a highly contaminated soil
    Sara Pignattelli, Ilaria Colzi, Antonella Buccianti, Lorenzo Cecchi, Miluscia Arnetoli, Roberto Monnanni, R. Gabbrielli, Cristina Gonnelli · 2012 · Journal of Hazardous Materials
27. Modeling Compositional Time Series with Vector Autoregressive Models
    Petra Kynčlová, Peter Filzmoser, Karel Hron · 2015 · Journal of Forecasting
28. Development and decline of the ancient harbor of Neapolis
    Valentino Di Donato, Maria Rosaria Ruello, Viviana Liuzza · 2018 · Geoarchaeology
29. Older Adults’ Daily Step Counts and Time in Sedentary Behavior and Different Intensities of Physical Activity
    Shiho Amagasa, Noritoshi Fukushima, Hiroyuki Kikuchi, Koichiro Oka, SEBASTIEN F. M. CHASTIN, Catrine E Tudor-Locke, Neville G. Owen, Shigeru Inoue · 2020 · Journal of Epidemiology
30. An initial investigation into the impact of tourism on local budgets: A comparative analysis of Spanish municipalities
    Augusto Voltes-Dorta, Juan Luis Jiménez, Ancor Suárez‐Alemán · 2014 · Tourism Management
31. Use of GIS and Moran’s I to support residential solid waste recycling in the city of Annaba, Algeria
    Hamza Cheniti, Mohamed Cheniti, Khaled Brahamia · 2020 · Environmental Science and Pollution Research
32. Compositional analysis for an unbiased measure of soil aggregation
    Sérge-Étienne Parent, Cinara Xavier de Almeida, Amanda Hernandes, Juan José Egozcue, Coşkun Gülser, Martin Anders Bolinder, Thomas Kätterer, Olof Andrén, Sérge-Étienne Parent, François Anctil et al. · 2012 · Geoderma
33. Early significant ontogenetic changes in snake venoms
    Kenneth P. Wray, Mark J. Margres, Margaret A. Seavy · 2015 · Toxicon
34. SSR Marker Development, Linkage Mapping, and QTL Analysis for Establishment Rate in Common Bermudagrass
    Yuanwen Guo, Yanqi Q. Wu, Jeff A. Anderson · 2016 · The Plant Genome
35. Forecasting Causes of Death by Using Compositional Data Analysis: The Case of Cancer Deaths
    Søren Kjærgaard, Yunus Emre Ergemen, Malene Kallestrup‐Lamb, Jim Oeppen, Rune Lindahl‐Jacobsen · 2019 · Journal of the Royal Statistical Society Series C (Applied Statistics)
36. Geological Modelling and Validation of Geological Interpretations via Simulation and Classification of Quantitative Covariates
    Amir Adeli, Xavier Emery, Peter Alan Dowd · 2017 · Minerals
37. deconvSeq: deconvolution of cell mixture distribution in sequencing data
    Rose Du, Vince J. Carey, Scott T. Weiss · 2019 · Bioinformatics
38. Learning sparse log-ratios for high-throughput sequencing data
    Gordon-Rodriguez, Elliott, Quinn, Thomas P, Cunningham, John P · 2021 · Bioinformatics
39. Multiple linear regression with compositional response and covariates
    Jiajia Chen, Xiaoqin Zhang, Shengjia Li · 2016 · Journal of Applied Statistics
40. Data Normalization and Scaling: Consequences for the Analysis in Omics Sciences
    Jan Walach, Peter Filzmoser A, Karel Hron · 2018 · Comprehensive analytical chemistry
41. Robust Compositional Analysis of Physical Activity and Sedentary Behaviour Data
    Nikola Štefelová, Jan Dygrýn, Karel Hron, Aleš Gába, Lukáš Rubín, Javier Palarea‐Albaladejo · 2018 · International Journal of Environmental Research and Public Health
42. Performance of the MEWMA‐CoDa control chart in the presence of measurement errors
    Fatima Sehar Zaidi, Philippe Castagliola, Kim Phuc Tran, Michael B. C. Khoo · 2020 · Quality and Reliability Engineering International
43. A Framework for Assessing Concentration‐Discharge Catchment Behavior From Low‐Frequency Water Quality Data
    Ina Pohle, Nikki J. Baggaley, Javier Palarea‐Albaladejo · 2021 · Water Resources Research
44. BIS-4D: mapping soil properties and their uncertainties at 25 m resolution in the Netherlands
    Anatol Helfenstein, Vera Leatitia Mulder, M.J.D. Hack‐ten Broeke · 2024 · Earth system science data
45. A novel hierarchical clustering analysis method based on Kullback–Leibler divergence and application on dalaimiao geochemical exploration data
    Jie Yang, Eric C. Grunsky, Qiuming Cheng · 2018 · Computers & Geosciences
46. A Class-Kriging Predictor for Functional Compositions with Application to Particle-Size Curves in Heterogeneous Aquifers
    Alessandra Menafoglio, Piercesare Secchi, Alberto Guadagnini · 2015 · Mathematical Geosciences
47. Compositional biplots including external non-compositional variables
    Petra Kynčlová, Peter Filzmoser, Karel Hron · 2016 · Statistics
48. Does Physically Demanding Work Hinder a Physically Active Lifestyle in Low Socioeconomic Workers? A Compositional Data Analysis Based on Accelerometer Data
    Charlotte Lund Rasmussen, Javier Palarea‐Albaladejo, Adrian Ernest Bauman, Nidhi Gupta, Kirsten Nabe‐Nielsen, Marie Birk Jørgensen, Andreas Holtermann · 2018 · International Journal of Environmental Research and Public Health
49. Surficial and Deep Earth Material Prediction from Geochemical Compositions
    Hassan Talebi, Ute A. Mueller, Raimon Tolosana‐Delgado · 2018 · Natural Resources Research
50. GEMAS: Geochemical background and mineral potential of emerging tech-critical elements in Europe revealed from low-sampling density geochemical mapping
    Philippe Négrel, Anna Ladenberger, Clemens Reimann C, Manfred Birke, Alecos Demetriades, Martiya Sadeghi · 2019 · Applied Geochemistry
51. In vivo microstructural heterogeneity of white matter lesions in healthy elderly and Alzheimer's disease participants using tissue compositional analysis of diffusion MRI data
    Remika Mito, Thijs Dhollander, Ying Xia, David A. Raffelt, Olivier Salvado, Leonid P. Churilov, Christopher Cleon Rowe, Amy G. Brodtmann, Victor L. Villemagne, Alan Connelly · 2020 · NeuroImage Clinical
52. Compositional data analysis of regional geochemical data in the Lhasa area of Tibet, China
    Lu Wang, Bingli Liu, Jennifer M McKinley · 2021 · Applied Geochemistry
53. Compositional time series analysis for Air Pollution Index data
    Nasr Ahmed AL-Dhurafi, Nurulkamal Masseran, Zamira Hasanah Zamzuri · 2018 · Stochastic Environmental Research and Risk Assessment
54. Coupled Biotic-Abiotic Processes Control Biogeochemical Cycling of Dissolved Organic Matter in the Columbia River Hyporheic Zone
    Jane Fudyma, Rosalie Chu, Nathalia Graf Grachet · 2021 · Frontiers in Water
55. Drift of the Subgingival Periodontal Microbiome during Chronic Periodontitis in Type 2 Diabetes Mellitus Patients
    И. П. Балмасова, Evgenii I. Olekhnovich, Ksenia M. Klimina, Anna A. Korenkova, Maria T Vakhitova, Elmar A. Babaev, Leyla A. Ovchinnikova, Yakov A. Lomakin, Ivan V. Smirnov, Victor N. Tsarev et al. · 2021 · Pathogens
56. Irrigation suitability, health risk assessment and source apportionment of heavy metals in surface water used for irrigation near marble industry in Malakand, Pakistan
    Asghar Khan, Muhammad Saleem Khan, Juan José Egozcue, Munib Ahmed Shafique, Sidra Nadeem, Ghulam Saddiq · 2022 · PLoS ONE
57. Destinations and crisis. Profiling tourists' budget share from 2006 to 2012
    Berta Ferrer-Rosell, Germà Coenders · 2016 · Journal of Destination Marketing & Management
58. Geochemical characterisation of rock hydration processes using t-SNE
    Tom Horrocks, Eun‐Jung Holden, Daniel Wedge · 2018 · Computers & Geosciences
59. Total mercury, chromium, nickel and other trace chemical element contents in soils at an old cinnabar mine site (Merník, Slovakia): anthropogenic versus natural sources of soil contamination
    Tatsiana Kulikova, Edgar Hiller, Ľubomír Jurkovič · 2019 · Environmental Monitoring and Assessment
60. Out‐of‐Control Signals in Three‐Part Compositional T 2 Control Chart
    Marina Vives‐Mestres, Pepus Daunis‐i‐Estadella, Josep Antoni Martín Fernández · 2013 · Quality and Reliability Engineering International
61. Changing the reference measure in the simplex and its weighting effects
    J. Egozcue, V. Pawlowsky-Glahn · 2016 · Austrian Journal of Statistics
62. Fractal/multifractal analysis in support of mineral exploration in the Duolong mineral district, Tibet, China
    Wenlei Wang, Qiuming Cheng, Juxing Tang · 2017 · Geochemistry Exploration Environment Analysis
63. Size‐based interactions and trophic transfer efficiency are modified by fish predation and cyanobacteria blooms in Lake Mývatn, Iceland
    Zeynep Ersoy, Erik Jeppesen, Serena Sgarzi, Ignasi Arranz, Miguel Cañedo‐Argüelles, Xavier D. Quintana, Frank Landkildehus, Torben L. Lauridsen, Mireia Bartrons, Sandra Brucet · 2017 · Freshwater Biology
64. Relations between socio-economic factors and nutritional diet in Vietnam from 2004 to 2014: New insights using compositional data analysis
    Huong Thi Trinh, Joanna Morais, Christine Thomas‐Agnan, Michel Simioni · 2018 · Statistical Methods in Medical Research
65. Independence in Contingency Tables Using Simplicial Geometry
    Juan José Egozcue, Vera Pawlowsky‐Glahn, Matthias Templ, Karel Hron · 2015 · Communication in Statistics- Theory and Methods
66. ‘Size’ and ‘shape’ in the measurement of multivariate proximity
    Michael John Greenacre · 2017 · Methods in Ecology and Evolution
67. Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification
    Peng Chen, James D. B. Nelson, Jean‐Yves Tourneret · 2016 · IEEE Transactions on Image Processing
68. Measuring the change under compositional data analysis (CoDA): Insight on the dynamics of geochemical systems
    Antonella Buccianti, Annamaria Lima, Stefano Albanese, Benedetto De Vivo · 2017 · Journal of Geochemical Exploration
69. Interactions between species introduce spurious associations in microbiome studies
    Rajita Menon, Vivek Ramanan, Kirill S. Korolev · 2018 · PLoS Computational Biology
70. Geo-statistical and multivariate analyses of potentially toxic elements' distribution in the soil of Hainan Island (China): A comparison between the topsoil and subsoil at a regional scale
    An-Ting Wang, Qi Wang, Jun Li · 2018 · Journal of Geochemical Exploration
71. A comparative study of independent component analysis with principal component analysis in geological objects identification, Part I: Simulations
    Jie Yang, Qiuming Cheng · 2014 · Journal of Geochemical Exploration
72. IndividualT2Control Chart for Compositional Data
    Marina Vives‐Mestres, Pepus Daunis‐i‐Estadella, Josep Antoni Martín Fernández · 2014 · Journal of Quality Technology
73. Preprocessing of centred logratio transformed density functions using smoothing splines
    Jitka Machalová, Karel Hron, Gianna Serafina Monti · 2015 · Journal of Applied Statistics
74. Application of Data Analytics Techniques to Establish Geometallurgical Relationships to Bond Work Index at the Paracutu Mine, Minas Gerais, Brazil
    Mahadi Bhuiyan, Kamran Esmaieli, Juan Carlos Ordóñez-Calderón · 2019 · Minerals
75. Balancing guava nutrition with liming and fertilization
    Amanda Hernandes, Sérge-Étienne Parent, William Natale · 2012 · Revista Brasileira de Fruticultura
76. Spatiotemporal risk assessment of soil pollution in a lignite mining region using a Bayesian maximum entropy (BME) approach
    Konstantinos Modis, Konstantinos Ι. Vatalis, Ch. Sachanidis · 2012 · International Journal of Coal Geology
77. Tipping the Scales: The Migration–Selection Balance Leans toward Selection in Snake Venoms
    Mark J. Margres, Austin H. Patton, Kenneth P. Wray, Alyssa T. B. Hassinger, Micaiah J. Ward, Emily Moriarty Lemmon, Alan R. Lemmon, Darin R. Rokyta · 2018 · Molecular Biology and Evolution
78. Numerical analyses of a multi-proxy data set from a distal glacier-fed lake, Sørsendalsvatn, western Norway
    Jostein Bakke, Mathias Trachsel, Bjørn Christian Kvisvik · 2013 · Quaternary Science Reviews
79. Multisample estimation of bacterial composition matrices in metagenomics data
    Yuanpei Cao, Anru R. Zhang, Hongzhe Li · 2019 · Biometrika
80. Multivariate Outlier Detection in Applied Data Analysis: Global, Local, Compositional and Cellwise Outliers
    Peter Filzmoser A, Mariella Gregorich · 2020 · Mathematical Geosciences
81. The ternary diagram of functional diversity
    Carlo Ricotta, János Podani, Dénes Schmera · 2023 · Methods in Ecology and Evolution
82. Statistical analysis of soil geochemical data to identify pathfinders associated with mineral deposits: An example from the Coles Hill uranium deposit, Virginia, USA
    Denise M. Levitan, Carl E. Zipper, Patricia F. Donovan · 2014 · Journal of Geochemical Exploration
83. Fenretinide Prevents Inflammation and Airway Hyperresponsiveness in a Mouse Model of Allergic Asthma
    Cynthia Kanagaratham, Alžběta Kalivodová, Lukáš Najdekr, David Friedecký, Tomáš Adam, Marián Hajdúch, Juan Bautista De Sanctis, Danuta Radzioch · 2014 · American Journal of Respiratory Cell and Molecular Biology
84. Tree Ecosystem Services, for Everyone? A Compositional Analysis Approach to Assess the Distribution of Urban Trees as an Indicator of Environmental Justice
    Marco Antonio Cruz-Sandoval, Maria Isabel Ortego, Elisabet Roca Bosch · 2020 · Sustainability
85. Indoor radon measurements in south west England explained by topsoil and stream sediment geochemistry, airborne gamma-ray spectroscopy and geology
    António Ferreira, Z. Daraktchieva, D. Beamish · 2016 · Journal of Environmental Radioactivity
86. When relative and absolute information matter: Compositional predictor with a total in generalized linear models
    Germà Coenders, Josep Antoni Martín Fernández, Berta Ferrer-Rosell · 2017 · Statistical Modelling
87. Compositional balance analysis for geochemical pattern recognition and anomaly mapping in the western Junggar region, China
    Yue Liu, Kefa Zhou, Emmanuel John M. Carranza · 2018 · Geochemistry Exploration Environment Analysis
88. Airline type and tourist expenditure: Are full service and low cost carriers converging or diverging?
    Berta Ferrer-Rosell, Germà Coenders · 2017 · Journal of Air Transport Management
89. Mapping Soil Particle-Size Fractions Using Additive Log-Ratio (ALR) and Isometric Log-Ratio (ILR) Transformations and Proximally Sensed Ancillary Data
    Muddassar Muzzamal, Jingyi Huang, Rod Nielson · 2017 · Clays and Clay Minerals
90. Identification of Geochemical Anomalies Based on RPCA and Multifractal Theory: A Case Study of the Sidaowanzi Area, Chifeng, Inner Mongolia
    Zhonghai Zhao, Xiang H. Zhao, Yechang Yin · 2024 · ACS Omega
91. Nutrient balance as paradigm of plant and soil chemometricsNutrient Balance as Paradigm of Soil and Plant Chemometrics
    Léon E. Parent, Léon E. Parent, D.E. Rozanne · 2012 · InTech eBooks
92. Quantifying the spatial characteristics of geochemical patterns via GIS-based geographically weighted statistics
    Haicheng Wang, Qiuming Cheng, Renguang Zuo · 2015 · Journal of Geochemical Exploration
93. Soil contamination compositional index: A new approach to quantify contamination demonstrated by assessing compositional source patterns of potentially toxic elements in the Campania Region (Italy)
    Attila Petrik, Matar Thiombane, Annamaria Lima · 2018 · Applied Geochemistry
94. Stream sediment geochemical mapping of the Mount Pinatubo-Dizon Mine area, the Philippines: Implications for mineral exploration and environmental risk
    Maria Clara Zuluaga, Gianluca Norini, Annamaria Lima · 2016 · Journal of Geochemical Exploration
95. Exploring uni-element geochemical data under a compositional perspective
    Daniela Zuzolo, Domenico Cicchella, Stefano Albanese · 2017 · Applied Geochemistry
96. Exploration of geochemical data with compositional canonical biplots
    Jan Graffelman, Vera Pawlowsky‐Glahn, Juan José Egozcue · 2018 · Journal of Geochemical Exploration
97. A review of dispersion control charts for multivariate individual observations
    Jimoh Olawale Ajadi, Zezhong Wang, Inez Maria Zwetsloot · 2020 · Quality Engineering
98. Variation of trace elements in chalcopyrite from worldwide Ni-Cu sulfide and Reef-type PGE deposits: implications for mineral exploration
    Enzo Caraballo, Sarah A. S. Dare, Georges Beaudoin · 2022 · Mineralium Deposita
99. Diet drives the gut microbiome composition and assembly processes in winter migratory birds in the Poyang Lake wetland, China
    Binhua Wang, Hui Zhong, Yajun Liu, Luzhang Ruan, Zhaoyu Kong, Xiaozhen Mou, Lan Wu · 2022 · Frontiers in Microbiology
100. Principal component analysis for compositional data vectors
     Huiwen Wang, Liying Shangguan, Rong Guan · 2015 · Computational Statistics