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Submissions from 2019

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Fully Bayesian analysis of allele-specific RNA-seq data, Ignacio Alvarez-Castro and Jarad Niemi

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Stress response to CO2 deprivation by Arabidopsis thaliana in plant cultures, Souvik Banerjee, Oskar Siemianowski, Meiling Liu, Kara R. Lind, Xinchun Tian, Dan Nettleton, and Ludovico Cademartiri

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TiK-means: Transformation-infused K-means clustering for skewed groups, Nicholas S. Berry and Ranjan Maitra

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The Effects of Dog-Whistle Politics on Political Violence, Olga Chyzh, Mark David Nieman, and Clayton Webb

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Bean Counters: The Effect of Soy Tariffs on Change in Republican Vote Share Between the 2016 and 2018 Elections., Olga Chyzh and Robert B. Urbatsch

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Three-dimensional Radial Visualization of High-dimensional Continuous or Discrete Data, Fan Dai, Yifan Zhu, and Ranjan Maitra

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Multivariate temporal modeling of crime with dynamic linear models, Nathaniel Garton and Jarad Niemi

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Peaceful Neighborhoods and Democratic Differences, Douglas M. Gibler and Mark D. Nieman

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Accounting for model uncertainty in multiple imputation under complex sampling, Gyuhyeong Goh and Jae Kwang Kim

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Statistical intervals, not statistical significance, Gerald J. Hahn, Necip Doganaksoy, and William Q. Meeker

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Small RNA discovery in the interaction between barley and the powdery mildew pathogen, Matt Hunt, Sagnik Banerjee, Priyanka Surana, Meiling Liu, Greg Fuerst, Sandra Mathioni, Blake C. Meyers, Dan Nettleton, and Roger P. Wise

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Properties and Bayesian fitting of restricted Boltzmann machines, Andee Kaplan, Daniel J. Nordman, and Stephen Vardeman

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On the S-instability and degeneracy of discrete deep learning models, Andee Kaplan, Daniel J. Nordman, and Stephen B. Vardeman

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Variance function estimation of a one-dimensional nonstationary process, Eunice J. Kim and Zhengyuan Zhu

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Combining Non-probability and Probability Survey Samples Through Mass Imputation, Jae Kwang Kim, Seho Park, Yilin Chen, and Changbao Wu

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Hypotheses Testing from Complex Survey Data Using Bootstrap Weights: A Unified Approach, Jae Kwang Kim, J. N. K. Rao, and Zhonglei Wang

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Sampling Techniques for Big Data Analysis, Jae Kwang Kim and Zhonglei Wang

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Quantile POD for nondestructive evaluation with hit–miss data, Yew-Meng Koh and William Q. Meeker

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Sparse model identification and learning for ultra-high-dimensional additive partially linear models, Xinyi Li, Li Wang, and Dan Nettleton

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Adjusting for Spatial Effects in Genomic Prediction, Xiaojun Mao, Somak Dutta, Raymond K. W. Wong, and Dan Nettleton

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Collaborative efforts to forecast seasonal influenza in the United States, 2015–2016, Craig J. McGowan, Jarad Niemi, Nehemias Ulloa, Katie Will, and et al.

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Statistical Methods for Probability of Detection in Structural Health Monitoring, William Q. Meeker, Dennis Roach, and Seth S. Kessler

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Coverage Properties of Weibull Prediction Interval Procedures to Contain a Future Number of Failures, Fanqi Meng and William Q. Meeker

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A Hierarchical Model for Heterogenous Reliability Field Data, Eric Mittman, Colin Lewis-Beck, and William Q. Meeker

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Long Run Confidence: Estimating Confidence Intervals when using Long Run Multipliers, Mark David Nieman and David A. M. Peterson

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Mass imputation for two-phase sampling, Seho Park and Jae Kwang Kim

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Uncivil Agreement: How Politics Became Our Identity Lilliana Mason, Chicago: University of Chicago Press, 2018, pp. 192., David A. M. Peterson

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Carbon or cash: Evaluating the effectiveness of environmental and economic messages on attitudes about wind energy in the United States, David A. M. Peterson, Kristyna C. Carter, Dara M. Wald, William Gustafson, Sidney Hartz, Jacob Donahue, Joe R. Eilers, Anne E. Hamilton, Kyle S.H. Hutchings, Federico E. Macchiavelli, Aaron J. Mehner, Zaira P. Pagan Cajigas, Olivia Pfeiffer, and Aaron J. Van Middendorp

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3 reasons why people fall for politicians’ lies about statistics, Mack C. Shelley

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Species diversity and dispersal traits alter biodiversity spillover in reconstructed grasslands, Katie P. Sperry, Hayley Hilfer, Ian Lane, Jessica Petersen, Philip M. Dixon, and Lauren L. Sullivan

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An approximate Bayesian approach to regression estimation with many auxiliary variables, Shonosuke Sugasawa and Jae Kwang Kim

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Imputation estimators for unnormalized models with missing data, Masatoshi Uehara, Takeru Matsuda, and Jae Kwang Kim

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Bootstrap inference for the finite population total under complex sampling designs, Zhonglei Wang, Jae Kwang Kim, and Liuhua Peng

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Dry Bean Preferences and Attitudes among Midwest Hispanic and Non-Hispanic White Women, Donna M. Winham, Megan E. Tisue, Shelly M. Palmer, Karen A. Cichy, and Mack C. Shelley

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Nearest Neighbor Imputation for General Parameter Estimation in Survey Sampling, Shu Yang and Jae Kwang Kim

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Doubly Robust Inference when Combining Probability and Non-probability Samples with High-dimensional Data, Shu Yang, Jae Kwang Kim, and Rui Song

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Gaps in Safe Food Handling Practices of Older Adults, LeLee Yap, Sarah L. Francis, Mack C. Shelley, Doris Montgomery, and Catherine J. Lillehoj

Submissions from 2018

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Complex-valued time series modeling for improved activation detection in fMRI studies, Daniel W. Adrian, Ranjan Maitra, and Daniel B. Rowe

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Kernel-estimated Nonparametric Overlap-Based Syncytial Clustering, Israel Almodóvar-Rivera and Ranjan Maitra

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Introduction: Personality, party leaders, and election campaigns, Amanda Bittner and David A. M. Peterson

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Utilizing Multivariate Analysis for Assessing Student Learning Through Effective College-Industry Partnerships, Caleb Burns, Shweta Chopra, Mack C. Shelley II, and Gretchen A. Mosher

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Multivariate t-mixture-model-based cluster analysis of BATSE catalogue establishes importance of all observed parameters, confirms five distinct ellipsoidal sub-populations of gamma-ray bursts, Souradeep Chattopadhyay and Ranjan Maitra

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Modeling and estimation for self-exciting spatio-temporal models of terrorist activity, Nicholas J. Clark and Philip M. Dixon

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A Primer on the Use of Equivalence Testing for Evaluating Measurement Agreement, Philip M. Dixon, Pedro F. Saint-Maurice, Youngwon Kim, Paul Hibbing, Yang Bai, and Gregory Welk

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Evaluating the Effectiveness of Graduated Stress Exposure in Virtual Spaceflight Hazard Training, Tor T. Finseth, Nir Keren, Michael C. Dorneich, Warren D. Franke, Clayton C. Anderson, and Mack C. Shelley II

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Applications of the Fractional-Random-Weight Bootstrap, Chris Gotwalt, Li Xu, Yili Hong, and William Q. Meeker

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A Random Effect Model Approach to Survey Data Integration, Eunseon Gwak, Jae Kwang Kim, and Youngwon Kim

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Analysis of the Relationship between University Students’ Problematic Internet Use and Loneliness, Mustafa T. Hebebci and Mack C. Shelley II

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Big data and reliability applications: The complexity dimension, Yili Hong, Man Zhang, and William Q. Meeker

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Bottom-up estimation and top-down prediction: Solar energy prediction combining information from multiple sources, Youngdeok Hwang, Siyuan Lu, and Jae Kwang Kim

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Combining Survey and Non-survey Data for Improved Sub-area Prediction Using a Multi-level Model, Jae Kwang Kim, Zhonglei Wang, Zhengyuan Zhu, and Nathan B. Cruze

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A robust calibration-assisted method for linear mixed effects model under cluster-specific nonignorable missingness, Yongchan Kwon, Jae Kwang Kim, Myunghee Cho Paik, and Hongsoo Kim

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Fully Bayesian Analysis of RNA-seq Counts for the Detection of Gene Expression Heterosis, Will Landau, Jarad Niemi, and Dan Nettleton

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Conditional Causal Mediation Analysis of Factors Associated With Cover Crop Adoption in Iowa, USA, Danhyang Lee, J. Gordon Arbuckle, Zhengyuan Zhu, and Laurie Nowatzke

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Assessing the Association of Food Preferences and Self-Reported Psychological Well-Being among Middle-Aged and Older Adults in Contemporary China-Results from the China Health and Nutrition Survey, Yen-Han Lee, Mack C. Shelley II, Ching-Ti Lu, and Yen-Chang Chang

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A hidden Markov tree model for testing multiple hypotheses corresponding to Gene Ontology gene sets, Kun Liang, Chuanlong Du, Hankun You, and Dan Nettleton

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Optimal Stratification and Allocation for the June Agricultural Survey, Jonathan Lisic, Hejian Sang, Zhengyuan Zhu, and Stephanie Zimmer

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An efficient k-means-type algorithm for clustering datasets with incomplete records, Andrew Lithio and Ranjan Maitra

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Efficient Bandwidth Estimation in Two-dimensional Filtered Backprojection Reconstruction, Ranjan Maitra

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Assessing Significance in Finite Mixture Models, Ranjan Maitra and Volodymyr Melnykov

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Strategic Binary Choice Models with Partial Observability, Mark David Nieman

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Reduced Basis Kriging for Big Spatial Fields, Karl Pazdernik, Ranjan Maitra, Douglas Nychka, and Stephan Sain

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Merging K‐means with hierarchical clustering for identifying general‐shaped groups, Anna D. Peterson, Arka P. Ghosh, and Ranjan Maitra

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Author Gender and Editorial Outcomes at Political Behavior, David A. M. Peterson

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Historical Disparities and Gendered Citation Patterns, David A. M. Peterson

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Detecting rare and faint signals via thresholding maximum likelihood estimators, Yumou Qiu, Song Xi Chen, and Dan Nettleton

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Detection of porcine reproductive and respiratory syndrome virus (PRRSV)-specific IgM-IgA in oral fluid samples reveals PRRSV infection in the presence of maternal antibody, Marisa L. Rotolo, Luis Giménez-Lirola, Ju Ji, Ronaldo Magtoto, Yuly A. Henao-Díaz, Chong Wang, David H. Baum, Karen M. Harmon, Rodger G. Main, and Jeffrey J. Zimmerman

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Semiparametric fractional imputation using Gaussian mixture models for handling multivariate missing data, Hejian Sang and Jae Kwang Kim

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Semiparametric response model with nonignorable nonresponse, Masatoshi Uehara and Jae Kwang Kim

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Monitoring tylosin and sulfamethazine in a tile-drained agricultural watershed using polar organic chemical integrative sampler (POCIS), Maurice T. Washingtion, Thomas Moorman, Michelle L. Soupir, Mack C. Shelley II, and Amy J. Morrow

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Health Behaviors among Low-income Hispanic and Non-Hispanic White Women, Donna M. Winham, Shelly M. Palmer, Traci L. Armstrong Florian, and Mack C. Shelley

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Partially Linear Functional Additive Models for Multivariate Functional Data, Raymond K.W. Wong, Yehua Li, and Zhengyuan Zhu

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Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes, Yuhang Xu, Yehua Li, and Dan Nettleton

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Empirical Comparisons of Different Statistical Models To Identify and Validate Kernel Row Number-Associated Variants from Structured Multi-parent Mapping Populations of Maize, Jinliang Yang, Cheng-Ting “Eddy” Yeh, Raghuprakash Kastoori Ramamurthy, Xinshuai Qi, Rohan L. Fernando, Jack C. M. Dekkers, Dorian J. Garrick, Dan Nettleton, and Patrick S. Schnable

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Integration of survey data and big observational data for finite population inference using mass imputation, Shu Yang and Jae Kwang Kim

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Regional soil erosion assessment based on a sample survey and geostatistics, Shuiqing Yin, Zhengyuan Zhu, Li Wang, Baoyuan Liu, Yun Xie, Guannan Wang, and Yishan Li

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Two-sided tolerance intervals for members of the (log)-location-scale family of distributions, Miao Yuan, Yili Hong, Luis A. Escobar, and William Q. Meeker

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Estimation of area under the ROC curve under nonignorable verification bias, Wenbao Yu, Jae Kwang Kim, and Taesung Park

Submissions from 2017

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FAST Adaptive Smoothing and Thresholding for Improved Activation Detection in Low-Signal fMRI, Israel Almodovar-Rivera and Ranjan Maitra

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Can Students Flourish in Engineering Classrooms?, Peggy Boylan-Ashraf, Steven A. Freeman, Mack C. Shelley, and Özgür Keleş

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Gaussian-mixture-model-based cluster analysis finds five kinds of gamma-ray bursts in the BATSE catalogue, Souradeep Chattopadhyay and Ranjan Maitra

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Semiparametric fractional imputation using empirical likelihood in survey sampling, Sixia Chen and Jae Kwang Kim

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Photodegradation modeling based on laboratory accelerated test data and predictions under outdoor weathering for polymeric materials, Yuanyuan Duan, Yili Hong, William Q. Meeker, Deborah L. Stanley, and Xiaohong Gu

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Complexity and specificity of the maize (Zea mays L.) root hair transcriptome, Stefan Hey, Jutta Baldauf, Nina Opitz, Andrew Lithio, Asher Pasha, NIcholas Provart, Dan Nettleton, and Frank Hochholdinger

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Identifying Policy Agenda Sub-Topics in Political Tweets based on Community Detection, Rohit Iyer, Johnny S. Wong, Wallapak Tavanapong, and David A. M. Peterson

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Product Component Genealogy Modeling and Field‐failure Prediction, Caleb King, Yili Hong, and William Q. Meeker

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Distinct genetic architectures for phenotype means and plasticities in Zea mays, Aaron Kusmec, Srikant Srinivasan, Dan Nettleton, and Patrick S. Schnable

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Impact of the Deepwater Horizon oil spill on loggerhead turtle Caretta caretta nest densities in northwest Florida, Ann Marie Lauritsen, Philip M. Dixon, Dave Cacela, Beth Brost, Robert Hardy, Sandra L. MacPherson, Anne Meylan, Bryan P. Wallace, and Blair Witherington

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Substantial contribution of genetic variation in the expression of transcription factors to phenotypic variation revealed by eRD-GWAS, Hung-ying Lin, Qiang Liu, Xiao Li, Jinliang Yang, Sanzhen Liu, Yinlian Huang, Michael J. Scanlon, Dan Nettleton, and Patrick S. Schnable

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Stability of Single-Parent Gene Expression Complementation in Maize Hybrids upon Water Deficit Stress, Caroline Marcon, Anja Paschold, Waqas Ahmed Malik, Andrew Lithio, Jutta A. Baldauf, Lena Altrogge, Nina Opitz, Christa Lanz, Heiko Schoof, Dan Nettleton, Hans-Peter Piepho, and Frank Hochholdinger

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Assessing the Impacts of Time-to-Detection Distribution Assumptions on Detection Probability Estimation, Adam Martin-Schwarze, Jarad Niemi, and Philip Dixon

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Fast spatial inference in the homogeneous Ising model, Alejandro Murua and Ranjan Maitra

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Social Media in State Politics: Mining Policy Agendas Topics, Lei Qi, Rihui Li, Johnny S. Wong, Wallapak Tavanapong, and David A. M. Peterson

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Interweaving Markov Chain Monte Carlo Strategies for Efficient Estimation of Dynamic Linear Models, Matthew Simpson, Jarad Niemi, and Vivekananda Roy

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Interchromosomal Transfer of Immune Regulation During Infection of Barley with the Powdery Mildew Pathogen, Priyanka Surana, Ruo Xu, Gregory Fuerst, Antony V. E. Chapman, Dan Nettleton, and Roger P. Wise

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Non-syntenic genes drive RTCS-dependent regulation of the embryo transcriptome during formation of seminal root primordia in maize (Zea mays L.), Huanhuan Tai, Nina Opitz, Andrew Lithio, Xin Lu, Dan Nettleton, and Frank Hochholdinger

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A Statistical Framework for Improved Automatic Flaw Detection in Nondestructive Evaluation Images, Ye Tian, Ranjan Maitra, William Q. Meeker, and Stephen D. Holland

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A general algorithm for computing simultaneous prediction intervals for the (log)-location-scale family of distributions, Yimeng Xie, Yili Hong, Luis A. Escobar, and William Q. Meeker

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A Multi-Level Trend-Renewal Process for Modeling Systems With Recurrence Data, Zhibing Xu, Yili Hong, William Q. Meeker, Brock E. Osborn, and Kati Illouz

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A semiparametric inference to regression analysis with missing covariates in survey data, Shu Yang and Jae Kwang Kim