Solve problems in a complex work through data analysis, statistical thinking, statistical computing and technical communication skills to construct solutions to real challenges that make an impact on society. The skills learned in the undergraduate program in Statistics and Data Analytics will allow you to pursue career options in finance, insurance, agricultural industries, health sciences, data analytics, information technology, and more.

What is Statistics?

Statistics as a discipline is the development and application of methods to collect, analyze and interpret data. Modern statistical methods involve the design and analysis of experiments and surveys, the quantification of biological, social and scientific phenomenon and the application of statistical principles to understand more about the world around us.

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2024

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Editorial: IPPS 2022 - plant phenotyping for a sustainable future, Elias Kaiser, Philipp Von Gillhaussen, Jennifer Clarke, and Ulrich Schurr

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Discussion on “Spatial+: A novel approach to spatial confounding” by Dupont, Wood, and Augustin, Brian J. Reich, Shu Yang, and Yawen Guan

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Prebiotic proanthocyanidins inhibit bile reflux–induced esophageal adenocarcinoma through reshaping the gut microbiome and esophageal metabolome, Katherine M. Weh, Connor L. Howard, Yun Zhang, Bridget A. Tripp, Jennifer Clarke, Amy B. Howell, Joel H. Rubenstein, Julian A. Abrams, Maria Westerhoff, and Laura A. Kresty

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Topological regression as an interpretable and efficient tool for quantitative structureactivity relationship modeling, Ruibo Zhang, Daniel Nolte, Cesar Sanchez-Villalobos, Souparno Ghosh, and Ranadip Pal

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Bagging Improves the Performance of Deep Learning-Based Semantic Segmentation with Limited Labeled Images: A Case Study of Crop Segmentation for High-Throughput Plant Phenotyping, Yinglun Zhan, Yuzhen Zhou, Geng Bai, and Yufeng Ge

2023

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Viscoelastic Properties of Human Facial Skin and Comparisons with Facial Prosthetic Elastomers, Mark W. Beatty, Alvin G. Wee, D. B. Marx, Lauren Ridgway, Bobby Simetich, Thiago Carvalho De Sousa, Kevin Vakilzadian, and Joel Schulte

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binGroup2: Statistical Tools for Infection Identification via Group Testing, Christopher R. Bilder, Brianna D. Hitt, Brad J. Biggerstaff, Joshua M. Tebbs, and Christopher S. McMahan

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Data sharing and ontology use among agricultural genetics, genomics, and breeding databases and resources of the Agbiodata Consortium, Jennifer L. Clarke, Laurel D. Cooper, Monica F. Poelchau, Tanya Z. Berardini, Justin Elser, Andrew D. Farmer, Stephen Ficklin, Sunita Kumari, Marie-Angélique Laporte, Rex T. Nelson, Rie Sadohara, Peter Selby, Anne E. Thessen, Brandon Whitehead, and Taner Z. Sen

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Pre-sleep feeding, sleep quality, and markers of recovery in division I NCAA female soccer players, Casey E. Greenwalt, Elisa Angeles, Matthew D. Vukovich, Abbie E. Smith-Ryan, Chris W. Bach, Stacy T. Sims, Tucker Zeleny, Kristen E. Holmes, David M. Presby, Katie J. Schiltz, Marine Dupuit, Liliana I. Renteria, and Michael J. Ormsbee

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Socioeconomic Factors in the Diagnosis and Treatment of Malignant Melanoma in Hispanic vs. Non-Hispanic Patients: A National Cancer Database (NCDB) Study, Julia Griffin, Sarah J. Aurit, Timothy Malouff, and Peter Silberstein

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Increasing racial diversity in the North American Plant Phenotyping Network through conference participation support, David LeBauer, Alexander Bucksch, Jennifer Clarke, Jesse Potts, and Sonali Roy

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Good Practices and Common Pitfalls in Climate Time Series Changepoint Techniques: A Review, ROBERT B. LUND, CLAUDIE BEAULIEU, REBECCA KILLICK, QIQI LU, and XUEHENG SHI

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Integrating and optimizing genomic, weather, and secondary trait data for multiclass classification, Vamsi Manthena, Diego Jarquín, and Reka Howard

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Federated learning framework integrating REFINED CNN and Deep Regression Forests, Daniel Nolte, Omid Bazgir, Souparno Ghosh, and Ranadip Pal

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Federated learning framework integrating REFINED CNN and Deep Regression Forests, Daniel Nolte, Omid Bazgir, Souparno Ghosh, and Ranadip Pal

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Near-Term Effects of Perennial Grasses on Soil Carbon and Nitrogen in Eastern Nebraska, Salvador Ramirez II, Marty R. Schmer, Virginia L. Jin, Robert B. Mitchell, and Kent M. Eskridge

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Early Detection of COVID-19 in Female Athletes Using Wearable Technology, Liliana I. Rentería, Casey E. Greenwalt, Sarah Johnson, Shiloah Shiloah Kviatkovsky, Marine Dupuit, Elisa Angeles, Sachin Narayanan, Tucker Zeleny, and Michael J. Ormsbee

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Penguins Go Parallel: A Grammar of Graphics Framework for Generalized Parallel Coordinate Plots, Susan VanderPlas, Yawei Ge, Antony Unwin, and Heike Hofmann

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Estimating the prevalence of two or more diseases using outcomes from multiplex group testing, Md S. Warasi, Joshua M. Tebbs, Christopher S. McMahan, and Christopher R. Bilder

2022

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Comparative antiplatelet effects of chlorthalidone and hydrochlorothiazide, Khalid Bashir, Tammy Burns, Samuel J. Pirruccello, and Sarah J. Aurit

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Genome-wide association study of disease resilience traits from a natural polymicrobial disease challenge model in pigs identifies the importance of the major histocompatibility complex region, Jian Cheng, Rohan Fernando, Hao Cheng, Stephen D. Kachman, KyuSang Lim, John C.S. Harding, Michael K. Dyck, Frederic Fortin, Graham S. Plastow, PigGen Canada Research Consortium, and Jack C.M. Dekkers

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Bayesian analysis for the Lomax model using noninformative priors, Daojiang He, Dongchu Sun, and Qing Zhu

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Identification of Disease Resistance Parents and Genome-Wide Association Mapping of Resistance in Spring Wheat, Muhammad Iqbal, Kassa Semagn, Diego Jarquin, Harpinder Randhawa, Brent D. McCallum, Reka Howard, Reem Aboukhaddour, Izabela Ciechanowska, Klaus Strenzke, José Crossa, J. Jesus Céron-Rojas, Amidou N’Diaye, Curtis Pozniak, and Dean Spaner

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Combining phenotypic and genomic data to improve prediction of binary traits, Diego Jarquin, Arkaprava Roy, Bertrand S. Clarke, and Subhashis Ghosal

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Socio‑economic inequalities in minimum dietary diversity among Bangladeshi children aged 6–23 months: a decomposition analysis, Satyajit Kundu, Pranta Das, Ashfikur Rahman, Hasan Al Banna, Kaniz Fatema, Akhtarul Islam, Shobhit Srivastava, T. Muhammad, Rakhi Dey, and Ahmed Hossain

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Kryging: Geostatistical analysis of large-scale datasets using Krylov subspace methods, Suman Majumder, Yawen Guan, Brian J. Reich, and Arvind K. Saibaba

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Evaluating dimensionality reduction for genomic prediction, Vamsi Manthena, Diego Jarquín, Rajeev K. Varshney, Manish Roorkiwal, Girish Prasad Dixit, Chellapilla Bharadwaj, and Reka Howard

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Evaluating dimensionality reduction for genomic prediction, Vamsi Manthena, Diego Jarquín, Rajeev K. Varshney, Manish Roorkiwal, Girish Prasad Dixit, Chellapilla Bharadwaj, and Reka Howard

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Seasonal Variation in Terrestrial Invertebrate Subsidies to Tropical Streams and Implications for the Feeding Ecology of Hart’s Rivulus (Anablepsoides hartii), David C. Owens, Thomas N. Heatherly, Kent M. Eskridge, Colden V. Baxter, and Steven A. Thomas

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Spatio-temporal models of infectious disease with high rates of asymptomatic transmission, Aminur Rahman, Angela Peace, Ramesh Kesawan, and Souparno Ghosh

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A Survey on the Use of Plastic versus Biodegradable Bottles for Drinking Water Packaging in the United Arab Emirates, Himadri Rajput, Munjed A. Maraqa, Fatima Zraydi, Lina A. Al Khatib, Noor Ameen, Rime Ben ElKaid, Safia S. Al Jaberi, Noura A. Alharbi, Reka Howard, and Ashraf Aly Hassan

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Comparing artificial-intelligence techniques with state-of-the-art parametric prediction models for predicting soybean traits, Susweta Ray, Diego Jarquin, and Reka Howard

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Genomic Prediction Accuracy of Stripe Rust in Six Spring Wheat Populations by Modeling Genotype by Environment Interaction, Kassa Semagn, Muhammad Iqbal, Diego Jarquin, Harpinder Randhawa, Reem Aboukhaddour, Reka Howard, Izabela Ciechanowska, Momna Farzand, Raman Dhariwal, Colin W. Hiebert, Amidou N’Diaye, Curtis Pozniak, and Dean Spaner

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Reply to Response by FBI Laboratory Filed in Illinois v. Winfield and Affidavit by Biederman et al. (2022) Filed in US v. Kaevon Sutton (2018 CF1 009709), Susan VanderPlas, Kori Khan, Heike Hofmann, and Alicia Carriquiry

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Firearms and Toolmark Error Rates, Susan VanderPlas, Kori Khan, Heike Hofmann, and Alicia L. Carriquiry

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Cranberry Polyphenols in Esophageal Cancer Inhibition: New Insights, Katherine M. Weh, Yun Zhang, Connor L. Howard, Amy B. Howell, Jennifer L. Clarke, and Laura A. Kresty

2021

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Discussion on “Is group testing ready for prime-time in disease identification”, Christopher R. Bilder, Joshua M. Tebbs, and Christopher S. McMahan

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Development of a multiplex real-time PCR assay for predicting macrolide and tetracycline resistance associated with bacterial pathogens of bovine respiratory disease, Enakshy Dutta, John Loy, Caitlyn A. Deal, Emily L. Wynn, Michael L. Clawson, Jennifer Clarke, and Bing Wang

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Incorporating Molecular Markers and Causal Structure among Traits Using a Smith-Hazel Index and Structural Equation Models, Juan Valente Hidalgo-Contreras, Josafhat Salinas-Ruiz, Kent M. Eskridge, and Stephen P. Baenziger

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Treatment of Inconclusive Results in Firearms Error Rate Studies, Heike Hofmann, Susan VanderPlas, and Alicia L. Carriquiry

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Posterior propriety of an objective prior for generalized hierarchical normal linear models, Cong Lin, Dongchu Sun, and Chengyuan Song

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A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications, Brian J. Reich, Shu Yang, Yawen Guan, Andrew B. Giffin, Matthew J. Miller, and Ana Rappold

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Corn residue baling and grazing impacts on corn yield under irrigated conservation tillage systems, Sabrina J. Ruis, Charles Burr, Humberto Blanco-Canqui, Brian Olson, Mark Reiman, Daran Rudnick, Johnna Baller, and Kathryn J. Hanford

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Faculty versus Student Repeatability on Evaluating Translucency of the Anterior Dentition, James L. Sheets, David B. Marx, Nina Ariani, Valentim A. R. Barão, and Alvin G. Wee

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Fully Bayesian Analysis of Relevance Vector Machine Classification With Probit Link Function for Imbalanced Data Problem, Wenyang Wang, Dongchu Sun, Peng Shao, Haibo Kuang, and Cong Sui

2020

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Cost Effectiveness of Sample Pooling to Test for SARS-CoV-2, Baha Abdalhamid, Christopher Richard Bilder, Jodi Louise Garrett, and Peter Charles Iwen

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Representation of features as images with neighborhood dependencies for compatibility with convolutional neural networks, Omid Bazgir, Ruibo Zhang, Saugato Rahman Dhruba, Raziur Rahman, Souparno Ghosh, and Ranadip Pal

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The role of topography, soil, and remotely sensed vegetation condition towards predicting crop yield, Trenton E. Franz, Sayli Pokal, Justin P. Gibson, Yuzhen Zhou, Hamed Gholizadeh, Fatima Amor Tenorio, Daran Rudnick, Derek M. Heeren, Matthew F. McCabe, Matteo Ziliani, Zhenong Jin, Kaiyu Guan, Ming Pan, John Gates, and Brian Wardlow

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The local stability of a modified multi-strain SIR model for emerging viral strains, Miguel Fudolig and Reka Howard

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A spectral adjustment for spatial confounding, Yawen Guan, Garritt L. Page, Brian J. Reich, Massimo Ventrucci, and Shu Yang

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Tumor ablation due to inhomogeneous anisotropic diffusion in generic three-dimensional topologies, Erdi Kara, Aminur Rahman, Eugenio Aulisa, and Souparno Ghosh

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In praise of partially interpretable predictors, Tri Le and Bertrand S. Clarke

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TGCnA: temporal gene coexpression network analysis using a low-rank plus sparse framework, Jinyu Li, Yutong Lai, Chi Zhang, and Qi Zhang

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Statistical Downscaling with Spatial Misalignment: Application to Wildland Fire PM2.5 Concentration Forecasting, Suman Majumder, Yawen Guan, Brian J. Reich, Susan O’Neill, and Ana G. Rappold

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Association between baseline abundance of Peptoniphilus, a Gram-positive anaerobic coccus, and wound healing outcomes of DFUs, Kyung R. Min, Adriana Galvis, Katherine L. Baquerizo Nole, Rohita Sinha, Jennifer Clarke, Robert S. Kirsner, and Dragana Ajdic

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Perceived Neighborhood: Preferences versus Actualities, Saeed Moradi, Ali Nejat, Da Hu, and Souparno Ghosh

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Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering, Jiayi Qu, Stephen D. Kachman, Dorian Garrick, Rohan L. Fernando, and Hao Cheng

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Economics of herbicide programs for weed control in conventional, glufosinate, and dicamba/glyphosate-resistant soybean across Nebraska, Adam M. Striegel, Kent M. Eskridge, Nevin C. Lawrence, Stevan Knezevic, Greg R. Kruger, Christopher A. Proctor, Gary Hein, and Amit J. Jhala

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A High-Throughput Phenotyping Pipeline for Image Processing and Functional Growth Curve Analysis, Ronghao Wang

2019

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Probabilistic modeling of personalized drug combinations from integrated chemical screen and molecular data in sarcoma, Noah E. Berlow, Rishi Rikhi, Mathew Geltzeiler, Jinu Abraham, Matthew N. Svalina, Lara E. Davis, Erin Wise, Maria Mancini, Jonathan Noujaim, Atiya Mansoor, Michael J. Quist, Kevin L. Matlock, Martin W. Goros, Brian S. Hernandez, Yee C. Doung, Khin Thway, Tomohide Tsukahara, Jun Nishio, Elaine T. Huang, Susan Airhart, Carol J. Bult, Regina Gandour-Edwards, Robert G. Maki, Robin L. Jones, Joel E. Michalek, Milan Milovancev, Souparno Ghosh, Ranadip Pal, and Charles Keller

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Informative Group Testing for Multiplex Assays, Christopher R. Bilder, Joshua M. Tebbs, and Christopher S. McMahan

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Cost-effective Surveillance for Infectious Diseases Through Specimen Pooling and Multiplex Assays, Christopher Bilder, Joshua Tebbs, and Christopher McMahan

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Recursive model for dose-time responses in pharmacological studies, Saugato Rahman Dhruba, Aminur Rahman, Raziur Rahman, Souparno Ghosh, and Ranadip Pal

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Soil Fauna Accelerate Dung Pat Decomposition and Nutrient Cycling into Grassland Soil, Kenneth S. Evans, Martha Mamo, Ana Wingeyer, Walter Schacht, Kent Eskridge, Jeff Bradshaw, and Daniel Ginting

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Post-ER Stress Biogenesis of Golgi Is Governed by Giantin, Cole P. Frisbie, Alexander Y. Lushnikov, Alexey V. Krasnoslobodtsev, Jean-Jack Riethoven, Jennifer L. Clarke, Elena I. Stepchenkova, and Armen Petrosyan

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Genomic Prediction Using Canopy Coverage Image and Genotypic Information in Soybean via a Hybrid Model, Reka Howard and Diego Jarquin

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Functional random forest with applications in dose-response predictions, Raziur Rahman, Saugato Rahman Dhruba, Souparno Ghosh, and Ranadip Pal

2018

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Application of transfer learning for cancer drug sensitivity prediction, Saugato Rahman Dhruba, Raziur Rahman, Kevin Matlock, Souparno Ghosh, and Ranadip Pal

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Characterization of Soybean Protein Adhesives Modified by Xanthan Gum, Chen Feng, Fang Wang, Zheng Xu, Huilin Sui, Yong Fang, Xiaozhi Tang, and Xinchun Shen

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Investigation of model stacking for drug sensitivity prediction, Kevin Matlock, Carlos De Niz, Raziur Rahman, Souparno Ghosh, and Ranadip Pal

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Development of 11-Plex MOL-PCR Assay for the Rapid Screening of Samples for Shiga Toxin-Producing Escherichia coli, Travis A. Woods, Heather M. Mendez, Sandy Ortega, Xiaorong Shi, David Marx, Jianfa Bai, Rodney A. Moxley, T. G. Nagaraja, Steven W. Graves, and Alina Deshpande

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Existing and Potential Statistical and Computational Approaches for the Analysis of 3D CT Images of Plant Roots, Zheng Xu, Camilo Valdes, and Jennifer Clarke

2017

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Perennial warm-season grasses for producing biofuel and enhancing soil properties: An alternative to corn residue removal, Humberto Blanco-Canqui, Robert B. Mitchell, Virginia L. Jin, Marty R. Schmer, and Kent M. Eskridge

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Trans-ancestry Fine Mapping and Molecular Assays Identify Regulatory Variants at the ANGPTL8 HDL-C GWAS Locus, Maren E. Cannon, Qing Duan, Ying Wu, Monica Zeynalzadeh, Zheng Xu, Antti J. Kangas, Pasi Soininen, Mika Ala-Korpela, Mete Civelek, Aldons J. Lusis, Johanna Kuusisto, Francis S. Collins, Michael Boehnke, Hua Tang, Markku Laakso, Yun Li, and Karen L. Mohlke

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Evaluating Current Practices in Shelf Life Estimation, Robert Capen, David Christopher, Patrick Forenzo, Kim Huynh-Ba, David LeBlond, Oscar Liu, John O'Neill, Nate Patterson, Michelle Quinlan, Radhika Rajagopalan, James Schwenke, and Walter W. Stroup

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Joint hierarchical models for sparsely sampled high-dimensional LiDAR and forest variables, Andrew O. Finley, Sudipto Banerjee, Yuzhen Zhou, Bruce D. Cook, and Chad Babcock

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Application of Response Surface Methods To Determine Conditions for Optimal Genomic Prediction, Reka Howard, Alicia L. Carriquiry, and William D. Beavis

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Increasing Genomic-Enabled Prediction Accuracy by Modeling Genotype x Environment Interactions in Kansas Wheat, Diego Jarquin, Cristiano Lemas da Silva, R. Chris Gaynor, Jesse Poland, Allan Fritz, Reka Howard, Sarah Battenfield, and José Crossa

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A Bayes Interpretation of Stacking for M-Complete and M-Open Settings, Tri Le and Bertrand S. Clarke

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Heterogeneity Aware Random Forest for Drug Sensitivity Prediction, Raziur Rahman, Kevin Matlock, Souparno Ghosh, and Ranadip Pal

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Assessing the Impact of Retreat Mechanisms in a Simple Antarctic Ice Sheet Model Using Bayesian Calibration, Kelsey L. Ruckert, Gary Shaffer, David Pollard, Yawen Guan, Tony E. Wong, Chris E. Forest, and Klaus Keller

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Generalized Confidence Intervals Compatible with the Min Test for Simultaneous Comparisons of One Subpopulation to Several Other Subpopulations, Julia N. Soulakova

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Impact of Menthol Smoking on Nicotine Dependence for Diverse Racial/Ethnic Groups of Daily Smokers, Julia N. Soulakova and Ryan R. Danczak

2016

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EnsCat: clustering of categorical data via ensembling, Bertrand S. Clarke, Saeid Amiri, and Jennifer L. Clarke

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The impact of hair coat color on longevity of Holstein cows in the tropics, C. N. Lee, K. S. Baek, and A. Parkhurst

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Genomic Bayesian Prediction Model for Count Data with Genotype x Environment Interaction, Abelardo Montesinos-López, Osval A. Montesinos-López, José Crossa, Juan Burgueño, Kent M. Eskridge, Esteban Falconi-Castillo, Xinyao He, Pawan Singh, and Karen Cichy

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A Genomic Bayesian Multi-trait and Multi-environment Model, Osval A. Montesinos-López, Abelardo Montesinos-López, José Crossa, Fernando Toledo, Oscar Pérez-Hernández, Kent M. Eskridge, and Jessica Rutkoski

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Sex-specific hippocampal 5-hydroxymethylcytosine is disrupted in response to acute stress, Ligia A. Papale, Sisi Li, Andy Madrid, Qi Zhang, Li Chen, Pankaj Chopra, Peng Jin, Sunduz Keles, and Reid S. Alisch

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Species discovery and diversity in Lobocriconema (Criconematidae: Nematoda) and related plant-parasitic nematodes from North American ecoregions, Tom Powers, Ernest C. Bernard, T. Harris, Robert Higgins, M. Olson, S. Olson, M. Lodema, Julianne N. Matczyszyn, P. Mullin, L. Sutton, and K.S Powers

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Design of Probabilistic Random Forests with Applications to Anticancer Drug Sensitivity Prediction- 2016, Raziur Rahman, Saad Haider, Souparno Ghosh, and Ranadip Pal

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A Compendium of Chromatin Contact Maps Reveals Spatially Active Regions in the Human Genome, Anthony D. Schmitt, Ming Hu, Inkyung Jung, Zheng Xu, Yunjiang Qiu, Catherine L. Tan, Yun Li, Shin Lin, Yiing Lin, Cathy L. Barr, and Bing Ren

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How Often Are Antibiotic-Resistant Bacteria Said to “Evolve” in the News?, Nina Singh, Matthew T. Sit, Deanna M. Chung, Ana A. Lopez, Ranil Weerackoon, and Pamela J. Yeh

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A BAYESIAN GWAS METHOD UTILIZING HAPLOTYPE CLUSTERS FOR A COMPOSITE BREED POPULATION, Danielle F. Wilson-Wells and Stephen D. Kachman

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Optimal Design of Low-Density SNP Arrays for Genomic Prediction: Algorithm and Applications, Xiao-Lin Wu, Jiaqi Xu, Guofei Feng, George R. Wiggans, Jeremy F. Taylor, Jun He, Changsong Qian, Jiansheng Qiu, Barry Simpson, Jeremy Walker, and Stewart Bauck

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HiView: an integrative genome browser to leverage Hi‑C results for the interpretation of GWAS variants, Zheng Xu, Guosheng Zhang, Qing Duan, Shengjie Chai, Baqun Zhang, Cong Wu, Fulai Jin, Feng Yue, Yun Li, and Ming Hu

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Systematic evaluation of the impact of ChIP-seq read designs on genome coverage, peak identification, and allele-specific binding detection, Qi Zhang, Xin Zeng, Sam Younkin, Trupti Kawli, Michael P. Snyder, and Sündüz Kele

2015

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Measuring Peer Socialization for Adolescent Substance Use:A Comparison of Perceived and Actual Friends’ Substance Use Effects, Arielle R. Deutsch, Pavel Chernyavskiy, Douglas Steinley, and Wendy S. Slutske

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A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction, Saad Haider, Raziur Rahman, Souparno Ghosh, and Ranadip Pal

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S1: Supplementary Information for Article: A copula based approach for design of multivariate random forests for drug sensitivity prediction, Saad Haider, Raziur Rahman, Souparno Ghosh, and Ranadip Pal

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Effect of dexamethasone prodrug on inflamed temporomandibular joints in juvenile rats, Mitchell Knudsen, Matthew Bury, Callie Holwegner, Adam L. Reinhardt, Fang Yuan, Yijia Zhang, Peter Giannini, D. B. Marx, Dong Wang, and Richard A. Reinhardt