Katherine S. Pollard

Postdoctoral Researcher (2003-2005)
University of California, Santa Cruz
Center for Biomolecular Science & Engineering


Affiliated with the labs of
David Haussler and Todd Lowe

Katie Pollard is currently an Assistant Professor at University of California, Davis

UC Davis website

UC Berkeley website from Katie's doctoral training

Publications (through 2004)

M.J. van der Laan, S. Dudoit, K.S. Pollard (2004), Augmentation Procedures for Control of the Generalized Family-Wise Error Rate and Tail Probabilities for the Proportion of False Positives, Statistical Applications in Genetics and Molecular Biology, 3(1). (PDF

M.J. van der Laan, S. Dudoit, K.S. Pollard (2004), Multiple Testing. Part II. Step-Down Procedures for Control of the Family-Wise Error Rate, Statistical Applications in Genetics and Molecular Biology, 3(1). (PDF

S. Dudoit, M.J. van der Laan, K.S. Pollard (2004), Multiple Testing. Part I. Single-Step Procedures for Control of General Type I Error Rates, Statistical Applications in Genetics and Molecular Biology, 3(1). (PDF

K.S. Pollard, M.J. van der Laan (2003), Multiple testing for gene expression data: an investigation of null distributions with consequences for the permutation test, Proceedings of the 2003 International MultiConference in Computer Science and Engineering, METMBS'03 Conference, pp.3-9. (PDF

K.S. Pollard, M.J. van der Laan (2002), Resampling-based multiple testing: Asymptotic control of type I error and applications to gene expression data, revised for a special issue of Journal of Statistical Planning and Inference. (PDF

K.S. Pollard, M.J. van der Laan (2002), New methods for identifying significant clusters in gene expression data, 2002 Proceedings of the American Statistical Association, Biometrics Section [CD-ROM]. (PDF

K.S. Pollard, M.J. van der Laan (2002), A method to identify significant clusters in gene expression data, Proceedings of SCI 2002: Vol. II, pp. 318-325. (PDF)

M.J. van der Laan, K.S. Pollard, J. Bryan (2003), A New Partitioning Around Medoids Algorithm, revised for Journal of Statistical Computation and Simulation: 73(8), pp.575-584. (PDF)

K.S. Pollard,M.J. van der Laan (2002), Statistical inference for simultaneous clustering of gene expression data, in Nonlinear Estimation and Classification, D.D. Denison, M.H. Hansen, C. Holmes, B. Mallick, B. Yu (Editors). Springer-Verlag, pp. 305-320. (PS | Buy at Amazon.com

J. Bryan, K.S. Pollard, M.J. van der Laan (2002), Paired and Unpaired Comparison and Clustering with Gene Expression Data, revised for Statistica Sinica: 12(1), pp. 87-110. (PDF)

K.S. Pollard, M.J. van der Laan (2002), Statistical Inference for Simultaneous Clustering of Gene Expression Data, revised for Mathematical Biosciences: 176(1), pp. 99-121. (PDF)

M.J. van der Laan, K.S. Pollard (2001), Hybrid clustering of gene expression data with visualization and the bootstrap, revised for Journal of Statistical Planning and Inference, 2003, 117, pp. 275--303. (PDF)