Tanzy Love, Ph.D.
Postdoctoral Fellow
Ph.D. (2005) Iowa State University
Contact Information:
- University of Rochester
Dept of Biostatistics and Computational Biology
601 Elmwood Avenue Box 630
Rochester, New York 14642
Office: MRBX G-11128
Phone: (585) 276-5559
Fax: (585) 273-1031
E-mail: Tanzy_Love@urmc.rochester.edu
Research Interests
- Environmental health statistics
- Clustering and latent variable models
- Mixed membership models and model choice
- Normalization and preprocessing issues relating to gene expression
- Bayesian models for QTLs and growth curves
- Hierarchical Bayesian models for gene expression data
- Scalable parallel model-based clustering
- Proteomics: preprocessing and analysis
- Social network models
Published Papers
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Growth Hormone Benefits Children with 18q Deletions American Journal of Medical Genetics, 137(1), 9--15, August 2005. Cody, J.D., Semrud-Clikeman, M., Hardies, L.J., Lancaster, J., Ghidoni, P.D., Schaub, R.L., Thompson, N.M., Wells, L., Cornell, J.E., Love, T.M., Fox, P.T., Leach, R.J., Kaye, C.I.,and Hale, D.E.
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Gene expression patterns during somatic embryo development and germination in maize Hi II callus cultures Plant Molecular Biology, 62(1--2), 1--14, September 2006. Che, P., Love, T.M., Frame, B.R., Carriquiry, A.L., Wang, K., and Howell, S.H.
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Redesigning Discrete Math as a web-based course: Lessons and Accomplishments Journal of STEM Education Innovations and Research, 7(3--4), 25--35, July--December 2006. Love, T.M., Shelley, M., and Keinert, F.
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Discovery of Latent Patterns with Hierarchical Bayesian Mixed-Membership Models and the Issue of Model Choice in Proc. of the Seventh International Workshop on Multimedia Data Mining: Merging Multimedia and Data Mining Research, August 20, 2006, Philadelphia, Pennsylvania, pp. 91-100, August 2006. Airoldi, E., Fienberg, S., Joutard, C., and Love, T.M.
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Discovery of Latent Patterns with Hierarchical Bayesian Mixed-Membership Models and the Issue of Model Choice in Data Mining Patterns, eds. P. Poncelet, F. Masseglia, and M. Teisseire, Hershey, PA: IGI Global, Chapter IX, August 2007. Airoldi, E., Fienberg, S., Joutard, C., and Love, T.M.
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Repeated measurements on Distinct Scales with Censoring - A Bayesian Approach to Microarray Analysis of Maize Journal of the American Statistical Association, 104 (486): 524-540, June 2009. Love, T.M. and Carriquiry, A.L.
Submitted for Publication
- Confidence intervals for QTL location using composite interval mapping resubmitted to PLoS One, Crosset, D., Lauter, N., and Love, T.M.
- Mixed Membership Models of Scientific Publications submitted August 2009 to Proc. National Academy of Sciences (PNAS). Airoldi, E., Erosheva, E., Fienberg, S., Joutard, C., Love, T.M., and Shirngarpure, S.
- Hierarchical Bayesian Mixed-Membership Models and Latent Pattern Discovery, submitted September 2009 to Frontiers of Statistical Decision Making and Bayesian Analysis - In Honor of James O. Berger. Airoldi, E., Fienberg, S., Joutard, C., Love, T.M.
Current Works
- Clustering Posterior Distributions-Application to Somatic Embryogenesis in Maize Love, T.M. and Carriquiry, A.L.
- The Impact of Learning Community Participation on Student Engagement: A Longitudinal Case Study Saunders, K., Love, T.M., and Shelley, M.
- On the Granularity of Semantic Pattern in a Database of Scientific Publications Airoldi, E., Fienberg, S., Joutard, C., Love, T.M., and Shirngarpure, S.
- Latent Indirect Effects - Prenatal Mercury Exposure Association with Developmental Outcomes by Social and Environmental Factors Love, T.M. and Thurston, S.
- Quantification of Simian Immunodeficicy Virus Escape Dynamics from CD8+ T lymphocytes in Vaccinated and Unvaccinated Macaques using Ultradeep Pyrosequencing Bimber, B.E., Burwitz, B.J., Reynolds, M.R., Love, T.M., Thurston, S., Keefer, M., Dewhust, S., O'Connor, D., and Lee, H.Y.
- Hierarchical Mixed Membership Models for Honey Bee Genomes Love, T.M.
- QTLs for peak pubescence in Zea mays Lauter, N., Crosset, D., and Love, T.M.
Chapters and Invited Papers
- Estimating Gene Expression Profiles Using all Available Information The Proceedings of the Annual Conference on Applied Statistics in Agriculture, 17, 1--32, December 2005. Love, T.M. and Carriquiry, A.L.
- Hierarchical Bayesian methods for microarray data submitted by invitation to Handbook of Statistics: Bioinformatics. Love, T.M. and Carriquiry, A.L.
