Papers and Publications
(links to preprints or journal website)
2008
Richards, J., Hardin, J., Grosfils, E. Weighted Model-Based Clustering for Remote Sensing Image Analysis, submitted, 2008.
Hardin, J., Wilson, J. Oligonucleotide Microarray Data are Not Normally Distributed, submitted, 2008.
Grosfils, E.B., S.M. Long, S.M., Venechuk, E.M., Hurwitz, D.M., Richards, J.W., Kastl, B., Drury, D.E., and Hardin, J. Geologic map of the Ganiki Planitia quadrangle (V-14), Venus, U.S. Geological Survey Investigations Series, 1:5M, in review, 2008.
Yiu, G., McCord, A., Wise, A., Jindal, R., Hardee, J., Kuo, A., Yuen Shimogawa, M., Cahoon, L., Wu, M., Kloke, J., Hardin, J., Mays Hoopes, L.L.; Pathways Change in Expression During Replicative Aging in Saccharomyces cerevisiae, Journal of Gerontology, 63A: 21-34; 2008.
2007
Hardin, J., Mitani, A., Hicks, L., VanKoten, B.; A Robust Measure of Correlation Between Two Genes on a Microarray, BMC Bioinformatics, 8:220; 2007. (R code: biwt.r)
Adolph, S., and Hardin, J.; Estimating Phenotypic Correlations: Correcting for Bias Due to Intraindividual Variability, Functional Ecology, 21: 178-184; 2007.
2006
Wise, A., Hardin, J., Hoopes, L.; Yeast Through the Ages: a statistical analysis of genetic changes in aging yeast, Chance, 19, 39-44; 2006.
Hardin, J., Hoopes, L., Murphy, R.; Analyzing DNA Microarrays with Undergraduate Statisticians, Proceedings of theSeventh International Conference on Teaching Statistics, 2006.
2005
Altman, N., Banks, D., Hardwick, J., Roeder, K., Craigmile, P., Hardin, J., and Gupta, M. The IMS New Researchers' Survival Guide, Institute of Mathematical Statistics; 2005.
Hardin, J., Rocke, D.; The Distribution of Robust Distances, Journal of Computational and Graphical Statistics, 14, 1-19; 2005. (R code: to estimate the MCD – mcd.est.r and to estimate c and m – cm.r.)
Hardin, J.; Microarray Data from a Statistician’s Point of View, STATS, 42:4-13; 2005.
2004
Hardin, J., Waddell, M., Page, D., Zhan, F., Barlogie, B., Crowley, J., Shaughnessy, J.; Evaluation of Multiple Models to Distinguish Closely Related Forms of Disease Using DNA Microarray Data: an Application to Multiple Myeloma, Statistical Applications in Genetics and Molecular Biology; vol 3, article 10; 2004.
Hardin, J., Rocke, D.; Outlier Detection in the Multiple Cluster Setting Using the Minimum Covariance Determinant Estimator, Computational Statistics and Data Analysis, 44, 625-638; 2004.
Pauler, D., Hardin, J., Faulkner, J., Leblanc, M.,
2002
Durbin, B., Hardin, J., Hawkins, D., Rocke, D.; A Variance-Stabilizing Transformation for Gene-Expression Microarray Data; Bioinformatics, 18, S105-S110; 2002.
Zhan, F., Hardin, J., Kordsmeier, B., Bumm, K., Zheng, M., Tian, E., Sanderson, R., Yang, Y., Wilson, C., Zangari, M., Anaissie, E., Morris, C., Muwalla, F., van Rhee, F., Fassas, A., Crowley, J., Tricot, G., Barlogie, B., Shaughnessy, J.; Global Gene Expression Profiling of Multiple Myeloma, Monoclonal Gammopathy of Undetermined Significance, and Normal Bone Marrow Plasma Cells; Blood, 99, 1745-1757; 2002.
1999-2000
Hardin, J.; Multivariate Outlier Detection and Robust Clustering with Minimum
Covariance Determinant Estimation and S-Estimation. Ph.D. thesis, Statistics;
Coleman, D., Dong, X., Hardin, J., Rocke, D.M., Woodruff, D.L.; Some Computational Issues in Cluster Analysis with no à priori Metric; Computational Statistics and Data Analysis, 31, 1-11; 1999.