Publications

@article{niemi2015,
year={2015},
issn={1085-7117},
journal={Journal of Agricultural, Biological, and Environmental Statistics},
doi={10.1007/s13253-015-0230-5},
title={Empirical Bayes Analysis of RNA-seq Data for Detection of Gene Expression Heterosis},
howpublished={http://dx.doi.org/10.1007/s13253-015-0230-5},
publisher={Springer US},
keywords={Hierarchical model; Negative binomial; RNA-seq; Bayesian LASSO; Parallel computing; Hybrid vigor},
author={Niemi, Jarad and Mittman, Eric and Landau, Will and Nettleton, Dan},
pages={1-15},
language={English}
}

@article{2013rnaseqdispersion,
	howpublished = {http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0081415},
	Author = {Landau, W. M. and Liu, P.},
	Date-Modified = {2013-12-11 02:46:19 +0000},
	Journal = {PLOS One},
	Month = {December},
	Number = {12},
	Title = {Dispersion Estimation and Its Effect on Test Performance in RNA-seq Data Analysis: A Simulation-Based Comparison of Methods},
	Volume = {8},
	Year = {2013}}

@article{butler,
	Author = {Ratliff, B. J. and Womack. C. C. and Tang, X. N. and Landau, W. M. and Butler, L. J. and Szpunar, D. E.},
	Date-Added = {2012-10-25 00:34:43 +0000},
	Date-Modified = {2012-10-25 00:38:34 +0000},
	Journal = {Journal of Physical Chemistry},
	Month = {April},
	Number = {14},
	Pages = {4934-45},
	Title = {Modeling the Rovibrationally Excited C2H4OH Radicals from the Photodissociation of 2-Bromoethanol at 193 nm},
	Volume = {114},
	Year = {2010}}

Niemi, Jarad and Mittman, Eric and Landau, Will and Nettleton, Dan Empirical Bayes Analysis of RNA-seq Data for Detection of Gene Expression Heterosis. Journal of Agricultural, Biological, and Environmental Statistics, (1-15), 2015. http://dx.doi.org/10.1007/s13253-015-0230-5

Landau, W. M. and Liu, P. Dispersion Estimation and Its Effect on Test Performance in RNA-seq Data Analysis: A Simulation-Based Comparison of Methods. PLOS One, 8 (12): (December), 2013. http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0081415

Ratliff, B. J. and Womack. C. C. and Tang, X. N. and Landau, W. M. and Butler, L. J. and Szpunar, D. E. Modeling the Rovibrationally Excited C2H4OH Radicals from the Photodissociation of 2-Bromoethanol at 193 nm. Journal of Physical Chemistry, 114 (14): (4934-45), (April), 2010.

Posters

Landau, W. M. and Niemi, Jarad. A Fully Bayesian Hierarchical Modeling Strategy for Identifying Gene Expression Heterosis using Parallel Computing with Graphics Processing Units (GPUs). Conference on Applied Statistics in Agriculture, Kansas State University, 2015. (Similar poster presented at the Joint Statistical Meetings in Boston, MA in 2014.)

Landau, W. M. and Liu, P. Dispersion Estimation and its Effect on Test Performance in RNA-Seq Data Analysis. Joint Statistical Meetings, 2013. Montreal, QC, Canada.