Annual Report 2008.pdf - SAMSI

• Marchetti, G., Wermuth, N. “Matrix Representations and Independencies in
Directed Acyclic Graphs” Submitted 2007
• Mason, S.J., Galpin, J.S., Goddard, L., Graham, N.E., Rajaratnam, B. “Conditional
Exceedance Probabilities” Monthly Weather Review (2007)
• Pal, J. "End-Point Estimation for Decreasing Densities: Asymptotic Behavior of the
Penalized Likelihood Ratio" Submitted to Scandinavian Journal of Statistics. SAMSI
2007-01
• Pal, J. “Spiking Problem in Monotone Regression : Penalized Residual Sum of Squares”
Submitted to Statistics and Probability Letters (2007)
• Pal, J. “Density Estimation” Submitted to Anals of Statistics (2007)
• Pal, J. “Estimation of Smooth Link Functions in Monotone Response Models” Submitted
to Journal of Statistical Planning and Inference (2007)
• Paul, D., Peng, J. “Consistency Of Restricted Maximum Likelihood Estimators Of
Principal Components” SAMSI 2008-02
• Paul, D., Silverstein, J.W. “No Eigenvalues Outside the Support of Limiting
Empirical Spectral Distribution of a Separable Covariance Matrix” Submitted.
SAMSI 2007-06
• Reddy, C., Chiang, H.D., Rajaratnam, B. “Stability Region Based Expectation
Maximization for Model-based Clustering” In proceedings of the IEEE/ACM
International Conference on Data Mining (ICDM), Hong Kong, December 2006
• Reddy, C., Chiang, H.D., Rajaratnam, B. “TRUST-TECH Based Expectation
Maximization for Learning Finite Mixture Models” Under second revision with IEEE
Transactions on Pattern Analysis and Machine Intelligence. October 2006
• Talih, M. "Geodesic Markov Chains on Covariance Matrices" SAMSI 2007-4
Reports in Preparation
• Bickel, P. et al, Articles by participants in the Random Matrices Program will appear,
nine articles have been accepted with six more still in review. Special issue of the Annals
of Statistics (2008)
• Diciccio, T., Rajaratnam, B., Wells, M.T. “Marginal Likelihood Inference for
Eigenvalues” In preparation (Spring 2007)
• Krishnapur, M., Vu, V. “Generalizations of Circular Law” In preparation. (2007)