Compositional Data Analysis: Where Are We and Where Should We Be Heading?

An Analysis of Transformations

1964 • 13,718 citations

The Statistical Analysis of Compositional Data

1986 • 3,663 citations

The Statistical Analysis of Compositional Data

1988 • 3,507 citations

The biplot graphic display of matrices with application to principal component analysis

1971 • 2,693 citations

Untitled

2003 • 1,658 citations

The multivariate skew-normal distribution

1996 • 1,629 citations

Statistical Applications of the Multivariate Skew Normal Distribution

1999 • 1,229 citations

Mathematical contributions to the theory of evolution.—On a form of spurious correlation which may arise when indices are used in the measurement of organs

1897 • 1,022 citations

Biplots of Compositional Data

2002 • 658 citations

Groups of Parts and Their Balances in Compositional Data Analysis

2005 • 579 citations

End-member modeling of compositional data: Numerical-statistical algorithms for solving the explicit mixing problem

1997 • 527 citations

Principal component analysis of compositional data

1983 • 501 citations

On correlation between variables of constant sum

1960 • 492 citations

Untitled

2000 • 464 citations

On the compound multinomial distribution, the multivariate β-distribution, and correlations among proportions

1962 • 423 citations

Geometric approach to statistical analysis on the simplex

2001 • 378 citations

Logistic-Normal Distributions: Some Properties and Uses

1980 • 344 citations

Statistical Interpretation of Species Composition

2001 • 288 citations

On criteria for measures of compositional difference

1992 • 216 citations

XIII. The law of the geometric mean

1879 • 207 citations

Interpreting Multivariate Data

1982 • 199 citations

XII. The geometric mean, in vital and social statistics

1879 • 185 citations

A new approach to null correlations of proportions

1981 • 179 citations

Untitled

1999 • 168 citations

The statistical analysis of geochemical compositions

1984 • 166 citations

Biplot Display of Multivariate Matrices for Inspection of Data and Diagnosis.

1980 • 150 citations

Relative variation diagrams for describing patterns of compositional variability

1990 • 129 citations

Principles of compositional data analysis

1994 • 125 citations

Compositional data analysis and zeros in micro data

2000 • 122 citations

Untitled

2003 • 119 citations

Untitled

2002 • 111 citations

Untitled

2002 • 104 citations

The one-hour course in compositional data analysis or compositional data analysis is simple

1997 • 92 citations

Measures of location of compositional data sets

1989 • 80 citations

Multivariate analysis and its applications

1994 • 71 citations

Some comments on compositional data analysis in archaeometry, in particular the fallacies in Tangri and Wright’s dismissal of logratio analysis

2002 • 65 citations

Zero Replacement in Compositional Data Sets

2000 • 62 citations

A General Class of Distributions on the Simplex

1985 • 56 citations

The Resolution of a Compositional Data Set into Mixtures of Fixed Source Compositions

1993 • 53 citations

Kernel Density Estimation for Compositional Data

1985 • 49 citations

Trends in ternary petrologic variation diagrams; fact or fantasy?

1979 • 47 citations

Doctors as Decision-makers: A Computer-assisted Study of Diagnosis as a Cognitive Skill

1971 • 46 citations

Some aspects of transformations of compositional data and the identification of outliers

1996 • 46 citations

Possible solution of some essential zero problems in compositional data analysis

2003 • 42 citations

Visualization and modeling of sub-populations of compositional data: statistical methods illustrated by means of geochemical data from fumarolic fluids

2002 • 37 citations

Latent Compositional Factors in The Llobregat River Basin (Spain) Hydrogeochemistry

2005 • 34 citations

Convex linear combinations of compositions

1999 • 29 citations

The effects of closure on the moments of a distribution

1979 • 28 citations

Principles, practice and performance in decision-making in clinical medicine

1975 • 27 citations

Measures of variability for geological data

1989 • 24 citations

Detecting nonrandom associations between proportions by tests of remaining-space variables

1983 • 20 citations

Characterization of Distributional Forms for Compositional Data and Associated Distributional Tests

2003 • 20 citations

Ranking Methods for Compositional Data

1992 • 19 citations

Pigmentation Survey of School Children in Scotland

1909 • 17 citations

Modelling structural zeros in compositional data

2003 • 16 citations

Reply to comment on ?measures of variability for geological data? by D. F. Watson and G. M. Philip

1990 • 14 citations

Untitled

2001 • 13 citations

Delusions of uniqueness and ineluctability

1991 • 11 citations

Reply to “delusions of uniqueness and ineluctability” by J. Aitchison

1991 • 10 citations

Compositional data analysis: where we are and where should we be heading?

2003 • 5 citations

A plea for precision inMathematical Geology

1991 • 5 citations

New insights on river water chemistry by using non-centred simplicial principal component analysis: a case study

2003 • 2 citations

Compositional hypotheses of subcompositional stability and specific perturbation change and their testing

2003 • 2 citations

Krigeado de variables positivas. Un modelo alternativo

2003 • 2 citations

Exploration of geological variability and possible processes through the use of compositional data analysis: an example using scottish metamorphosed

2003 • 1 citations

Una alternativa a la distribución lognormal

2003 • 1 citations