@Book{Aitchison86, author = {Aitchison, J.}, title = {The Statistical Analysis of Compositional Data}, publisher = {Wiley, New York}, year = {1986} } @article{Dempster77, author = {Dempster, A.P. and Laird, N.M. and Rubin, D.B. }, doi = {http://dx.doi.org/10.2307/2984875}, title = {Maximum Likelihood from Incomplete Data via the {EM} Algorithm}, url = {http://web.mit.edu/6.435/www/Dempster77.pdf}, journal = {J. Royal Stat. Soc.}, volume = {39}, pages = {1--38}, year = {1977} } @article{Egozcue03, author = {Egozcue, J.J. and Pawlowsky-Glahn, V. and Mateu-Figueras, G. and Barcel\'{o}-Vidal, C.}, title = {Isometric log-ratio transformations for compositional data analysis}, journal = {Mathematical Geology}, doi = {10.1023/A:1023818214614}, url = {http://www.springerlink.com/content/wx1166n56n685v82/}, year = {2003}, pages = {279--300}, volume = {35}, number = {3} } @article{Egozcue05, author = {Egozcue, J.J. and Pawlowsky-Glahn}, title = {Groups of parts and their balances in compositional data analysis}, journal = {Mathematical Geology}, doi = {10.1007/s11004-005-7381-9}, url = {http://www.springerlink.com/content/fx037244708561v5/}, year = {2005}, pages = {795--828}, volume = {37}, number = {7} } @article{Filzmoser08a, author = {Filzmoser, P. and Hron, K.}, doi = {http://dx.doi.org/10.1007/s11004-007-9141-5}, journal = {Mathematical Geosciences}, title = {Outlier Detection for Compositional Data Using Robust Methods}, url = {http://www.springerlink.com/content/d662421553216861}, pages = {233--248}, volume = {40}, number = {3}, year = {2008} } @techreport{Filzmoser08b, author = {Filzmoser, P. and Hron, K.}, institution = {Department of Statistics and Probability Theory, Vienna University of Technology}, title = {Correlation Analysis for Compositional Data}, TYPE = {Research Report SM-2008-2}, URL ={http://www.statistik.tuwien.ac.at/forschung/SM/SM-2008-2complete.pdf}, year = {2008} } @TECHREPORT{Graf06, AUTHOR = {Graf, M.}, TITLE = {Swiss earnings structure survey. Compositional data in a stratified two-stage sample.}, INSTITUTION = {Swiss Federal Statistical Office}, YEAR = {2006}, TYPE = {Metholology Report, ISBN: 3-303-00338-6}, URL ={http://www.bfs.admin.ch/bfs/portal/de/index/themen/00/07/blank/02.Document.77975.pdf} } @TECHREPORT{Hron09, AUTHOR = {Hron, K. and Templ, M. and Filzmoser, P.}, TITLE = {Imputation of compositional data using robust methods.}, INSTITUTION = {Department of Statistics and Probability Theory, Vienna University of Technology}, YEAR = {2008}, TYPE = {Research Report SM-2008-4}, URL ={http://www.statistik.tuwien.ac.at/forschung/SM/SM-2008-4complete.pdf} } @Book{Little87, author = {Little, R.J.A. and Rubin, D.B.}, title = {Statistical Analysis with Missing Data}, publisher = {Wiley}, address = {New York}, year = {1987} } @book{Maronna06, author = {Maronna, R.A. and Martin, R.D. and Yohai, V.J.}, title = {Robust Statistics: Theory and Methods}, Publisher = {John Wiley \& Sons, New York}, year = {2006} } @INPROCEEDINGS{bren08, AUTHOR = {Bren, M. and Tolosana-Delgado, R. and van~den~Boogaart, K.G.}, editor = {Estadella, D. and Mart\'{i}n-Fern\'{a}ndez, J. and Antoni, J.}, TITLE = {News from compositions, the \texttt{R} package}, BOOKTITLE = {CoDaWork'08}, PUBLISHER = {Universitat de Girona. Departament d'Inform\'{a}tica i Matem\'{a}tica Aplicada}, YEAR = {2008} } @article{Fern03, author = {Mart\'in-Fern\'andez, J. and Barcel\'{o}-Vidal, C. and Pawlowsky-Glahn, V.}, title = {Dealing with zeros and missing values in compositional data sets using nonparametric imputation}, journal = {Mathematical Geology}, doi = {10.1023/A:1023866030544}, url = {http://www.springerlink.com/content/ku816485q4264772/}, year = {2003}, pages = {253--278}, volume = {35}, number = {3} } @INPROCEEDINGS{Boogaart06, AUTHOR = {Boogaart, K.G. and Tolosana-Delgado, R. and Bren, M.}, editor = {Pirard, E.}, TITLE = {Concept for handling with zeros and missing values in compositional data}, BOOKTITLE = {CProceedings of IAMG'06 - The XI annual conference of the International Association for Mathematical Geology}, PUBLISHER = {University of Liege, Belgium. CD-ROM.}, note = {4 pages}, YEAR = {2006} } @Article{Wegman90, author = {Wegman, E.J.}, title = {Hyperdimensional data analysis using parallel coordinates}, journal = {Journal of the American Statistical Association}, year = {1990}, volume = {85}, pages = {664--675} }