Technical Reports

2008 Technical Reports
 

08/01

Klebanov, L. and Yakovlev, A. (2008). A nitty-gritty aspect of correlation and network inference from gene expression data.

2007 Technical Reports
 

07/01

Huang, L.-S.and Davidson, P.W. (2007). Analysis of Variance and F-Tests for Partial Linear Models with Applications to Environmental Health Data.

2006 Technical Reports
 

06/01	Almudevar, A. (2006). A Graphical Approach to Relatedness Inference.
06/02	Xiao, Y., Gordon, A., and Yakovlev, A. (2006). The L1-version of the Cramér-von Mises Test for Two-Sample Comparisons in Microarray Data Analysis.
06/03	Qiu, X. and Yakovlev, A. (2006). Instability of False Discovery Rate Estimation. (This paper to appear soon in Journal of Bioinformatics and Computational Biology.)
06/04	Xiao, Y., Gordon, A., and Yakovlev, A. (2006). C++ Package for the Cramér-von Mises Two-Sample Test.
06/05	Klebanov, L. and Yakovlev, A. (2006). Treating Expression Levels of Different Genes as a Sample in Microarray Data Analysis: Is it Worth a Risk? Published in Statistical Applications in Genetics and Molecular Biology.
06/06	Warnes, G. and Liu, P. (2006). Sample Size Estimation for Microarray Experiments.
06/07	Yakovlev, A. and Yanev, N. (2006). Age and Residual Lifetime Distributions for Branching Processes. (To be published in Statistics and Probability Letters.)
06/08	Huang, L.-S. and Su, H. (2006). Nonparametric F-Tests for Nested Global and Local Polynomial Models. (This paper has been accepted by Journal of Statistical Planning and Inference.)
06/09	Peterson, D.R. (2006). Constructing Multivariate Prognostic Gene Signatures with Censored Survival Data.
06/10	Almudevar, A. (2006). Calibration-Free Motion Tracking in a Wireless Network.
06/11	Burrows, R.B., Warnes, G., and Choudary Hanumara, R. (2006). Statistical Modeling of Biochemical Pathways. (Revised April 2007)
06/12	He, H. and McDermott, M.P. (2006). Direct Estimation of the Area Under the Receiver Operating Characteristic Curve in the Presence of Verification Bias.
06/13	He, H. and Huang, L.-S. (2006). Double-smoothing for Bias Reduction in Local Linear Regression. (This paper has been accepted by Journal of Statistical Planning and Inference.)

2005 Technical Reports
 

05/01	Wang, H. and Zhao, H. (2005). Estimating Incremental Cost-Effectiveness Ratios and Their Confidence Intervals with Differentially Censored Data.
05/02	Huang, L.-S. and Chen, J. (2005). Analysis of Variance, Coefficient of Determination, and F-test for Local Polynomial Regression (revised August 2007). This paper has been accepted by The Annals of Statistics.
05/03	Qiu, X., Klebanov, L., and Yakovlev, A. (2005). Correlation Between Gene Expression Levels and Limitations of the Empirical Bayes Methodology for Finding Differentially Expressed Genes. Published in Statistical Applications in Genetics and Molecular Biology.
05/04	Qiu, X., Klebanov, L., and Yakovlev, A. (2005). The Effects of Normalization on the Correlation Structure of Microarray Data. Published in BMC Bioinformatics.
05/05	Yakovlev, A. and Yanev, N. (2005). Branching Stochastic Processes with Immigration in Analysis of Renewing Cell Populations.
05/06	Klebanov, L. and Yakovlev, A. (2005). A New Approach to Testing for Sufficient Follow-up in Cure-Rate Analysis. (This paper to appear soon in Journal of Statistical Planning and Inference).
05/07	Liu, D., Niu, X-F. and Wu, H. (2005). Mixed-Effects State Space Models for Analysis of Longitudinal Dynamic Systems.
05/08	Klebanov, L., Gordon, A., Xiao, Y., Land, H. and Yakovlev, A. (2005). A Permutation Test Motivated by Microarray Data Analysis. (Revision of technical report 04/01, published in Computational Statistics & Data Analysis).
05/09	Mudholkar, G.S., Kollia, G.D., and Srivastava, D.K. (2005). Estimation Using Quantile Function Structure with Emphasis on Weibull Distribution.
05/10	Qiu, X., Xiao, Y., Gordon, A., and Yakovlev, A. (2005). Assessing Stability of Gene Selection in Microarray Data Analysis. Published in BMC Bioinformatics.
05/11	Klebanov, L., Jordan, C. and Yakovlev, A. (2005). A New Type of Stochastic Dependence Revealed in Gene Expression Data. Published in Statistical Applications in Genetics and Molecular Biology.
05/12	Mudholkar, G.S. and Wang, H. (2005). IG-symmetry and R-symmetry: Interrelations and Applications to the Inverse Gaussian Theory.
05/14	Chen, L., Klebanov, L. and Yakovlev, A. (2005). Normality of Gene Expression Revisited.

2004 Technical Reports
 

04/01	Klebanov, L., Gordon, A., Xiao, Y., Land, H. and Yakovlev, A. (2004). A Permutation Test Motivated by Microarray Data Analysis.
04/02	Almudevar, A. (2004). Approximate Fixed Point Iteration With an Application to Markov Decision Processes.
04/03	Park, J-G. and Wu, H. (2004). Backfitting and Local Likelihood Methods for Nonparametric Mixed-Effects Models with Longitudinal Data.
04/04	Sun, Y. and Wu, H. (2004). Semiparametric Time-Varying Coefficients Regression Model for Longitudinal Data.
04/05	Almudevar, A. and Arruda, E. F. (2004). Using Partial Information to Improve the Convergence of DP Algorithms.
04/06	Huang, Y., Liu, D., and Wu, H. (2004). Hierarchical Bayesian Methods for Estimation of Parameters in a Longitudinal HIV Dynamic System.
04/07	Zhang, D., Zhang, M., and Wells, M.T. (2004). Variable Selection for Large p Small n Regression Model with Incomplete Data: Application to QTL Mapping.