URMC / Department of Biostatistics and Computational Biology / People & Research / Faculty / Tanzy Love, PhD

Tanzy Love, PhD

Associate Professor of Biostatistics Tanzy love
Ph.D. (2005) Iowa State University

Contact Information

University of Rochester
Dept of Biostatistics and Computational Biology
265 Crittenden Boulevard, CU 420630
Rochester, New York 14642-0630

Office: Saunders Research Building 4144
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 regression
Mixed membership models and model choice
Ensemble and Bayesian ensemble learners
Modeling network data
Bayesian models for QTLs and growth curves
Scalable parallel model-based clustering

Selected Publications

Corsetti M and Love T "Grafted and Vanishing Random Subspaces" Pattern Analysis and Applications 25, 89-124, 2022 Feb, Epub 2021 Nov. 25
Weller DL, Love T, and Wiedmann M. "Comparison of resampling algorithms to address class imbalance when developing machine learning models to predict foodborne pathogen presence in agricultural water" to appear Frontiers in Environmental Science, section on Environmental Informatics and Remote Sensing
Lu, X, Li Y, Love TM "On Bayesian Analysis of Parsimonious Gaussian mixture models" Journal of Classification Epub June 2021.
Weller Dl, Love TMT, Wiedmann M. "Interpretability Versus Accuracy: A Comparison of Machine Learning Models Built Using Different Algorithms, Performance Measures, and Features to Predict E. coli Levels in Agricultural Water." Front Artif Intell. 2021 May 14;4:628441. PMCID:PMC8160515
Sherina V, McMurray H, Powers W, Land H, Love TMT, McCall MN "Multiple imputation and direct estimation for qPCR data with non-detects" BMC Bioinformatics 21 (1):545.2020 Nov 26. PMCID:PMC7693525
LaLonde A, Love T, Thurston SW, Davidson PW. "Discovering structure in multiple outcomes models for tests of childhood neurodevelopment." Biometrics. 2020 Sep;76(3):874-885.Epub2019 Nov 28. PMCID:PMC7225082
Ciminelli J, Love TM, Wu T "Social Network spatial model" Spatial Statistics 2019 March. 29: 129-144. Epub 2018 Nov 20. PMCID: PMC6711610
Park SY, Love TMT, Kapoor S, Lee HY. "HIITE: HIV-1 Incident and Infection time Estimator" Bioinformatics 34(12):2046-2052. Epub 2018 Feb 9. PMCID:PMC6390194
Love TM, Park SY, Giogi EE, Mack Wj, Perelson AS, Lee HY. "SPMM: estimating infection duration of multi-variant HIV-1 infections." Bioinformatics. Epub 2015 Dec 31. May 2016. PMCID:PMC4907399
Park SY, Love TMT, Perelson AS, Mack WJ and Lee HY "Molecular clock of HIV-1 envelope genes under early immune selection" Retrovirology 13:38 1 June 2016 PMCID: PMC4888660
Love TMT, Thurston SW, and Davidson PW "Finding Vulnerable Subpopulations in the Seychelles Child Development Study: Effect Modification with Latent Groups" Statistical Methods in Medical Research, 26(2):809-22,2017,Epub 2014 Dec 14. PMCID:PMC4577466
Evans K, Love TMT, and Thurston SW "Outlier Identification in Model-Based Cluster Analysis" Journal of Classification, 32 (1):63-84, April 2015. Epub 2015 Marc. PMCID:PMC4720172
Xiao L, Thurston SW, Ruppert D, Love TM, and Daivdson P.W., "Bayesian Models for Multiple Outcomes in Domains with Application to the Seychelles Child Development Study" Journal of the American Statistical Association 109(505):1-10. Jan 2014. PMCID:PMC3979566

Woodward, D., Love, T.M., Thurston, S.W., Ruppert, D., Sathyanarayana, S., and Swan, S.H. "Latent Factor Regression Models for Grouped Outcomes". Biometrics, 69 (3):785-94, Sep 2013. Epub 2013 Jul 11. PMCID:PMC4171058
Love Tm and Carriquiry AL "Repeated Measurements on Distinct Scales with Censoring - A Bayesian Approach Applied to Microarray Analysis of Maize," Journal of the American Statistical Association, 104(486):524-540,June 2009,PMCID:PMC2786243.

Last updated March 23, 2022