@misc{wine,
   author =      {Frank, A. and Asuncion, A.},
   year =        {2010},
   title =       {{UCI} Machine Learning Repository},
   url =         {http://archive.ics.uci.edu/ml},
   institution = {University of California, Irvine, School of Information and Computer Sciences}
}

@Book{VarmuzaFilzmoser,
   author =      {Varmuza, K. and Filzmoser, P.},
   title =       {Introduction to Multivariate Statistical Analysis in Chemometrics},
   publisher =   {CRC Press},
   year =        {2009},
   address =     {Boca Raton, Florida}
}

@Book{Breiman,
   author =      {Breiman, L. and Friedman, J. H. and Olshen, R. H. and Stone, C. J.},
   title =       {Classification and Regression Trees},
   publisher =   {Wadsworth},
   year =        {1984},
   address =     {Belmont, CA}
}

@Book{Schalkoff,
   author =      {Schalkoff, R. J.},
   title =       {Artificial Neural Networks},
   publisher =   {McGraw-Hill},
   year =        {1997},
   address =     {New York}
}

@Book{Otto,
   author =      {Otto, M.},
   title =       {Chemometrics - Statistics and Computer Application in Analytical Chemistry},
   publisher =   {Wiley-VCH},
   year =        {2007},
   address =     {Weinheim, Germany}
}


@Book{Huber,
   author =      {Huber, P. J.},
   title =       {Robust Statistics},
   publisher =   {Wiley},
   year =        {1981},
   address =     {New York}
}

@Book{Maronna,
   author =      {Maronna, R. A. and Martin, R. D. and Yohai, V. J.},
   title =       {Robust Statistics},
   publisher =   {Wiley},
   year =        {2006},
   address =     {Chichester}
}

@Book{Christianini,
   author =      {Christianini, N. and Shawe-Taylor, J.},
   title =       {An Introduction to Support Vektor Machines and Other Kernel-Based Learning Methods},
   publisher =   {Cambridge University Press},
   year =        {2000},
   address =     {Cambridge, NY}
}

@inproceedings{Boser,
   author =      {Boser, B. E. and Guyon, I. and Vapnik, V.},
   booktitle =   {Computational Learing Theory },
   pages =       {144-152},
   title =       {A Training Algorithm for Optimal Margin Classifiers},
   publisher =   {ACM Press},
   year =        {1992},
   address =     {Pittsburgh, PA}
}

@Article{Egozcue,
   author =      {Egozcue, J. J. and Pawlowsky-Glahn, V. and Mateu-Figueros, G. and Barcelo-Vidal, C.},
   title =       {Isometric logratio transformation for compositional data analysis},
   journal =     {Mathematical Geology},
   year =        {2003},
   volume =      {35},
   number =      {3},
   pages =       {279-300},
   month =       {April}
}

@Article{Cheng,
   author =      {Cheng, B. and Titterington, D. M.},
   title =       {Neural networks: {A} review from a statistical perspective},
   journal =     {Stat. Sci.},
   year =        {1994},
   volume =      {9},
   pages =       {2-54}
}

@Article{Ivanciuc,
   author =      {Ivanciuc, O.},
   title =       {Applications of support vector machines in chemistry},
   journal =     {Rev. Computat. Chem.},
   year =        {2007},
   volume =      {23},
   pages =       {291-400}
}

@Article{Golub,
   author =      {Golub, G. H. and Heath, M. and Wahba, G.},
   title =       {Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter},
   journal =     {Technometrics},
   year =        {1979},
   volume =      {21},
   number =      {2},
   pages =       {215-223}
}

@Article{FilzLiebVarm,
   author =      {Filzmoser, P. and Liebmann, B. and Varmuza, K.},
   title =       {Repeated double cross validation},
   journal =     {Journal of Chemometrics},
   year =        {2009},
   volume =      {23},
   number =      {4},
   pages =       {160-171}
}   

@Article{Firinguetti,
   author =      {Firinguetti, L. and Bobadilla, G.},
   title =       {Asymptotic confidence intervals in ridge regression based on the Edgeworth expansion},
   journal =     {Statistical Papers},
   publisher =   {Springer Berlin / Heidelberg},
   pages =       {1-21},
   year =        {2009}
}

@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2006},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org}
}

@Manual{GNU, 
author = {Galassi, M. and Davies, J. and Theiler, J. and Gough, B. and Jungman, G. and Alken, P. 
          and Booth, M. and Rossi, F.},
title = {{GNU} Scientific Library Reference Manual (3rd. Edition)},
url = {http://www.gnu.org/software/gsl/},
note = {{ISBN} 0-9546120-7-8},
year = {2009}
}

@Manual{Rintro,
author = {Venables, W. N. and Smith, D. M.},
title = {An Introduction to {R}},
url = {http://cran.rproject.org/doc/manuals/R-intro.pdf},
year = {2002}
}

@inproceedings{Sweave,
  author = {Friedrich Leisch},
  title = {Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis},
  booktitle = {Compstat 2002 --- Proceedings in Computational Statistics},
  pages = {575--580},
  year = 2002,
  editor = {Wolfgang H{\"a}rdle and Bernd R{\"o}nz},
  publisher = {Physica Verlag, Heidelberg},
  note = {{ISBN} 3-7908-1517-9},
  url = {http://www.stat.uni-muenchen.de/~leisch/Sweave}
}

@article{SweaveII,
  author = {Friedrich Leisch},
  title = {Sweave, Part {II}: Package Vignettes},
  journal = {R News},
  year = 2003,
  volume = 3,
  number = 2,
  pages = {21--24},
  month = {October},
  url = {http://CRAN.R-project.org/doc/Rnews/}
}



@Article{Jansson,
   author =      {Jansson, P. A.},
   title =       {Neural networks: {A}n overview},
   journal =     {Annals of Chemometrics},
   year =        {1991},
   volume =      {63},
   pages =       {357-362}
}

@Article{Serneels,
   author =      {Serneels, S. and Croux, C. and Filzmoser, P. and Van Espen, P. J.},
   title =       {Partial robust {M}-regression},
   journal =     {Chemometrics and Intelligent Laboratory Systems},
   year =        {2005},
   volume =      {79},
   number =      {1-2},
   pages =       {55-64}
}

@Article{Wakeling,
   author =      {Wakeling, I. N. and Macfie, H. J. H.},
   title =       {A robust {PLS} procedure}, 
   journal =     {Journal of Chemometrics},
   year =        {1992},
   volume =      {6},
   pages =       {189-198}
}

@Article{Cummins,
   author =      {Cummins, D. J. and Andrews, C. W.},
   title =       {Iteratively reweighted partial least squares: {A} performance analysis by {M}onte {C}arlo simulations},
   journal =     {Journal of Chemometrics},
   year =        {1995},
   volume =      {9},
   pages =       {489-507}
}

@Article{Hubert,
   author =      {Hubert, M. and Vanden Branden, K.},
   title =       {Robust methods for partial least squares regression},
   journal =     {Journal of Chemometrics},
   year =        {2003},
   volume =      {17},
   pages =       {537-549}
}



@Article{BIC,
   author =      {Schwarz, G. E.},
   title =       {Estimating the dimension of a model},
   journal =     {Annals of Statistics},
   year =        {1978},
   volume =      {6},
   number =      {2},
   pages =       {461-464}
}

@Article{Tibshirani,
   author =      {Tibshirani, R.},
   title =       {Regression shrinkage and selection via the lasso},
   journal =     {J. Royal Statistical Soc. B.},
   year =        {1996},
   volume =      {58},
   pages =       {267-288}
}

@Article{Efron,
   author =      {Efron, B. and Hastie, T. and Johnstone, I. and Tibshirani, R.},
   title =       {Least angle regression (with discussion)},
   journal =     {Annals of Statistics},
   year =        {2004},
   volume =      {32},
   number =      {2},
   pages =       {407-499}
}

@Book{Hastie,
   author =      {Hastie, T. and Tibshirani, R. J. and Friedman, J.},
   title =       {The Elements of Statistical Learning},
   publisher =   {Springer},
   year =        {2001},
   address =     {New York}
}

@Article{WoldS,
   author =      {Wold, S.},
   title =       {{PLS}-regression: a basic tool of chemometrics},
   journal =     {Chemometrics and Intelligent Laboratory Systems},
   year =        {2001},
   volume =      {58},
   pages =       {109-130}
}

@Article{Hoerl,
   author =      {Hoerl, A. E. and Kennard, R. W.},
   title =       {Ridge-Regression: Biased Estimation for Nonorthogonal problems},
   journal =     {Technometrics},
   year =        {1970},
   volume =      {8},
   pages =       {27-51}
}

@Article{Hoeskuldsson,
   author =      {Hoeskuldsson, A.},
   title =       {{PLS} regression methods},
   journal =     {Journal of Chemometrics},
   year =        {1988},
   volume =      {2},
   number =      {3},
   pages =       {211-228}
}



@Book{Aitchison,
   author =      {Aitchison, J.},
   title =       {The Statistical Analysis of Compositional Data},
   publisher =   {Chapman \& Hall},
   year =        {1986},
   address =     {London, United Kingdom}
}

@Article{Pearson,
   author =      {Pearson, K.},
   title =       {On lines and planes of closest fit to systems of points in space},
   journal =     {Philosophical Magazine},
   year =        {1901},
   volume =      {2},
   number =      {6},
   pages =       {559-572},
   month =       {November}
}

@Article{Hotelling,
   author =      {Hotelling, H.},
   title =       {Analysis of a complex of statistical variables into principal components},
   journal =     {Journal of Educational Psychology},
   year =        {1933},
   volume =      {24},
   number =      {6},
   pages =       {417-441},
   month =       {September}
}

@Incollection{Wold,
  AUTHOR =       {Wold, H.},
  TITLE =        {Estimation of principal components and related models by iterative least squares},
  BOOKTITLE =    {Multivariate Analysis},
  PUBLISHER =    {Academic Press},
  YEAR =         {1966},
  editor =       {Krishnaiah, P.R.},
  address =      {New York},
  pages =        {391-420}
}

@Article{Lieb,
   author =      {Liebmann, B. and Friedl, A. and Varmuza, K.},
   title =       {Determination of glucose and ethanol in bioethanol production by near infrared
                  spectroscopy and chemometrics},
   journal =     {Anal. Chim. Acta},
   year =        {2009},
   volume =      {642},
   pages =       {171-178}
}

@Article{Hocking,
   author =      {Hocking, R. R.},
   title =       {A {B}iometrics Invited Paper. {T}he Analysis and Selection of Variables in Linear Regression},
   journal =     {Biometrics},
   year =        {1976},
   volume =      {32},
   number =      {1},
   pages =       {1-49},
   month =       {March}
}

@Article{deJong,
   author =      {de Jong, S.},
   title =       {{SIMPLS}: An alternative approach to partial least squares regression},
   journal =     {Chemom. Intell. Lab. Syst.},
   year =        {1993},
   volume =      {18},
   pages =       {251-263}
}

@Article{TryggWold,
   author =      {Trygg, J. and Wold, H.},
   title =       {Orthogonal projections to latent structures ({O-PLS})},
   journal =     {Journal of Chemometrics},
   year =        {2002},
   volume =      {16},
   pages =       {119-128}
}

@Article{Jolliffe,
   author =      {Jolliffe, I. T.},
   title =       {A Note on the Use of Principal Components in Regression},
   journal =     {Journal of the Royal Statistical Society, Series C (Applied Statistics)},
   year =        {1982},
   volume =      {31},
   number =      {3},
   pages =       {300-303}
}