@InBook{pharmacogenomics,
  author = 	 {Jason Hsu and Youlan Rao and Yoonkyung Lee and Jane Chang
                  and Kristin Bergsteinsdottir and Magnus Karl Magnusson and
                  Tao Wang and Eirikur Steingrimsson},
  editor = 	 {Alex Dmitrienko and Ajit C. Tamhane and Frank Bretz},
  title = 	 {Multiple Testing Problems in Pharmaceutical Statistics},
  chapter = 	 {Design and Analysis of Microarray Experiments for 
                  Pharmacogenomics},
  publisher = 	 {Chapman \& Hall},
  year = 	 {2009},
  series = 	 {CRC Biostatistics Series},
  pages = 	 {}
}

@TechReport{simplex,
  author = 	 {Yonggang Yao  and Yoonkyung Lee},
  title = 	 {Another Look at Linear Programming for Feature Selection 
via Methods of Regularization},
  institution =  {Department of Statistics, The Ohio State University},
  year = 	 {2007},
  number = 	 {800}
}


@TechReport{regcaseparam,
  author = 	 {Yoonkyung Lee and Steven N. MacEachern and Yoonsuh Jung},
  title = 	 {Regularization of Case-Specific Parameters for
Robustness and Efficiency},
  institution =  {Department of Statistics, The Ohio State University},
  year = 	 {2007},
  number = 	 {799}
}

@Article{microrna,     
  author =   {Y. Rao and Y. Lee and D. Jarjoura and A. S. Ruppert and
C. Liu and J. C. Hsu and J. P. Hagan},                                                           
  title =    {A Comparison of Normalization Techniques for Micro{RNA}
Microarray Data},                                                            
  journal = {Statistical Applications in Genetics and Molecular Biology},                     
  year =     {2008},     
  volume =  {7},
  issue = {1},   
  pages =  {article 22}  
}

@Article{bahadursvm,
  author =   {Ja-Yong Koo and Yoonkyung Lee and Yuwon Kim and
Changyi Park},
  title =    {A {B}ahadur Representation of the Linear {S}upport
{V}ector {M}achine},
  journal = {Journal of Machine Learning Research},
  year =     {2008},
  volume =  {9},
  number = {},
  pages =  {1343--1368}
}
 
@Article{msvmpath,
  author = 	 {Yoonkyung Lee and Zhenhuan Cui},
  title =    {Characterizing the Solution Path of {M}ulticategory {S}upport 
              {V}ector {M}achines},
  journal = 	 {Statistica Sinica},
  year = 	 {2006},
  volume = 	 {16},
  number = 	 {2},
  pages = 	 {391--409}
}

@Article{smsvm,
  author =   {Yoonkyung Lee and Yuwon Kim and Sangjun Lee and Ja-Yong Koo},
  title =    {Structured {M}ulticategory {S}upport {V}ector {M}achine with
             {ANOVA} decomposition},
  journal = {Biometrika},
  year =     {2006},
  volume =  {93},
  number = {3},
  pages =   {555--571}
}

@Article{lee:wahba:ackerman03,
  author = 	 {Lee, Y. and Wahba, G. and Ackerman, S.},
  title = 	 {Classification of Satellite Radiance Data by 
                  Multicategory Support Vector Machines},
  journal = 	 {Journal of Atmospheric and Oceanic Technology},
  year = 	 {2004},
  volume = {21},
  number = {2},
  pages = {159--169}
}

@Article{lee:lin:wahba03,
  author = {Y. Lee and Y. Lin and G. Wahba},
  title = {Multicategory {S}upport {V}ector {M}achines, Theory, and Application
  to the Classification of Microarray Data and Satellite Radiance Data},
  journal = {Journal of the American Statistical Association},
  year = {2004},
  volume = {99},
  pages = {67--81}
}

@phdthesis{lee:thesis,
  author =  {Y. Lee},
  title  =  {Multicategory Support Vector Machines, Theory, and Application 
        to the Classification of Microarray Data and Satellite Radiance Data},
  school = {Department of Statistics, University of Wisconsin-Madison},
  year = {2002}
}

@Article{lee:lee02,
  author = {Yoonkyung Lee and Cheol-Koo Lee},
  title =  {Classification of Multiple Cancer Types by Multicategory Support 
            Vector Machines Using Gene Expression Data},
  journal =      {Bioinformatics},
  year =         {2003},
  volume =       {19},
  number =       {9},
  pages =        {1132--1139}
}

@InProceedings{lee:lin:wahba01,
  author = 	 {Y. Lee and Y. Lin and G. Wahba},
  title = 	 {Multicategory {S}upport {V}ector {M}achines},
  booktitle = {Computing Science and Statistics 33},
  year={2001},
  publisher={},
  pages = {498--512},
  editor = {Edward J. Wegman and Amy Braverman and Arnold Goodman and
            Padhraic Smyth},
  note={Also available as  University of Wisconsin-Madison 
Statistcs Dept TR 1043, {\tt http://www.stat.wisc.edu/\~{}wahba -> TRLIST}.}
}

@InProceedings{wahba:lin:lee:zhang02,
  author = {G. Wahba and Y. Lin and Y. Lee and H. Zhang},
  title = {Optimal Properties and Adaptive Tuning of Standard and Nonstandard
          {S}upport {V}ector {M}achines},
  booktitle = {Nonlinear Estimation and Classification},
  year={2002},
  publisher={Springer, New York},
  pages = {125--143},
  editor = {Denison, D. D. and Hansen, M. H. and Holmes, C. C. and 
            Mallick, B. and Yu, B.}
}

@Article{lin:wahba:zhang:lee02,
  author = {Y. Lin and G. Wahba and H. Zhang and Y. Lee},
  title = {Statistical Properties and Adaptive Tuning of 
          {S}upport {V}ector {M}achines},
  journal = 	 {Machine Learning},
  year = 	 {2002},
  volume = 	 {48},
  pages = 	 {115--136}
}

@Article{lin:lee:wahba:02,
  author = {Y. Lin and Y. Lee and G. Wahba},
  title = {Support {V}ector {M}achines for Classification
           in Nonstandard Situations},
  journal = 	 {Machine Learning},
  year = 	 {2002},
  volume = 	 {46},
  pages = 	 {191--202}
}