Calibration of XRF core scanners for quantitative geochemical logging of sediment cores: Theory and application

GJ Weltje, R Tjallingii - Earth and Planetary Science Letters, 2008 - Elsevier
On-line analysis of split sediment cores by XRF core scanners has become increasingly
popular in the past decade, because it allows nondestructive extraction of near-continuous …

Bayesian-multiplicative treatment of count zeros in compositional data sets

JA Martín-Fernández, K Hron, M Templ… - Statistical …, 2015 - journals.sagepub.com
Compositional count data are discrete vectors representing the numbers of outcomes falling
into any of several mutually exclusive categories. Compositional techniques based on the …

Univariate statistical analysis of environmental (compositional) data: problems and possibilities

P Filzmoser, K Hron, C Reimann - Science of the Total Environment, 2009 - Elsevier
For almost 30years it has been known that compositional (closed) data have special
geometrical properties. In environmental sciences, where the concentration of chemical …

Compositional data and their analysis: an introduction

V Pawlowsky-Glahn, JJ Egozcue - Geological Society, London …, 2006 - lyellcollection.org
Compositional data are those which contain only relative information. They are parts of
some whole. In most cases they are recorded as closed data, ie data summing to a constant …

Imputation of missing values for compositional data using classical and robust methods

K Hron, M Templ, P Filzmoser - Computational Statistics & Data Analysis, 2010 - Elsevier
New imputation algorithms for estimating missing values in compositional data are
introduced. A first proposal uses the k-nearest neighbor procedure based on the Aitchison …

Quantifying inter-and intra-population niche variability using hierarchical Bayesian stable isotope mixing models

BX Semmens, EJ Ward, JW Moore, CT Darimont - PloS one, 2009 - journals.plos.org
Variability in resource use defines the width of a trophic niche occupied by a population.
Intra-population variability in resource use may occur across hierarchical levels of …

Linear regression with compositional explanatory variables

K Hron, P Filzmoser, K Thompson - Journal of applied statistics, 2012 - Taylor & Francis
Compositional explanatory variables should not be directly used in a linear regression
model because any inference statistic can become misleading. While various approaches …

Model-based replacement of rounded zeros in compositional data: classical and robust approaches

JA Martín-Fernández, K Hron, M Templ… - … Statistics & Data …, 2012 - Elsevier
The log-ratio methodology represents a powerful set of methods and techniques for
statistical analysis of compositional data. These techniques may be used for the estimation …

Compositional data analysis in geochemistry: are we sure to see what really occurs during natural processes?

A Buccianti, E Grunsky - Journal of Geochemical Exploration, 2014 - Elsevier
Geochemical data are typically reported as compositions, in the form of some proportions
such as weight percents, parts per million, etc., subject to a constant sum (eg 100 …

Uses and misuses of compositional data in sedimentology

R Tolosana-Delgado - Sedimentary geology, 2012 - Elsevier
This paper serves two goals. The first part shows how mass evolution processes of different
nature become undistinguishable once we take a size-limited, noisy sample of its …