A Marginal Structural Model for Partial Compliance in SMARTs |
William Jeremy Artman, Ashkan Ertefaie, Kevin G Lynch, James R McKay, and Brent A Johnson
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Estimating Causal Effects of HIV Prevention Interventions with Interference in Network-based Studies among People who Inject Drugs |
TingFang Lee, Ashley Buchanan, Natiallia Katenka, Laura Forastiere, M. Elizabeth Halloran, Samuel Friedman, and Georgios Nikolopoulos
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A Multi-Agent Reinforcement Learning Framework for Treatment Effects Evaluation in Two-sided Markets |
Chengchun Shi, Runzhe Wan, Ge Song, Shikai Luo, Rui Song, and Hongtu Zhu
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A High-dimensional Approach to Measure Connectivity in the Financial Sector |
Sumanta Basu, George Michailidis, Sreyoshi Das, and Amiyatosh Purnanandam
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Modeling racial/ethnic differences in COVID-19 incidence with covariates subject to non-random missingness |
Rob Trangucci, Yang Chen, and Jon Zelner
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Model-Independent Detection of New Physics Signals Using Interpretable Semi-Supervised Classifier Tests |
Purvasha Chakravarti, Mikael Kuusela, Jing Lei, and Larry Wasserman
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Predictive inference for travel time on transportation networks |
Mohamad Elmasri, Aurelie Labbe, Denis Larocque, and Laurent Charlin
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A Framework for Covariate-Specific ROC Curve Estimation, with Application to Biometric Recognition |
Xiaochen Zhu, Martin Slawski, and Liansheng Tang
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Varying impacts of letters of recommendation on college admissions |
Eli Ben-Michael, Avi Feller, and Jesse Rothstein
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Bayesian Hierarchical Modeling and Analysis for Physical Activity Trajectories Using Actigraph Data |
Pierfrancesco Alaimo Di Loro, Marco Mingione, Jonah Lipsitt, Christina Batteate, Michael B Jerrett, and Sudipto Banerjee
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Bayesian learning of COVID-19 Vaccine safety while incorporating Adverse Events ontology |
Bangyao Zhao, Yuan Zhong, Jian Kang, and Lili Zhao
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Statistical paradoxes in coronavirus case-counts: selection bias, measurement error, and the COVID-19 pandemic
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Walter Dempsey |
Pairwise Nonlinear Dependence Analysis of Genomic Data |
Siqi Xiang, Wan Zhang, Siyao Liu, Katherine A Hoadley, Charles M. Perou, Kai Zhang, and J.S. Marron
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Generalized Matrix Decomposition Regression: Estimation and Inference for Two-Way Structured Data |
Yue Wang, Ali Shojaie, Timothy Randolph, Parker Knight, and Jing Ma
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Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach |
Sai Li, Tianxi Cai, and Rui Duan
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Building a Dose Toxo-Equivalence Model From a Bayesian Meta-Analysis of Published Clinical Trials |
Elizabeth Anne Sigworth, Samuel Rubinstein, Jeremy Warner, Yong Chen, and Qingxia Chen
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A Bayesian group selection with compositional responses for analysis of radiologic tumor proportions and their genomic determinants |
Thierry Chekouo, Francesco C. Stingo, Shariq Mohammed, Arvind Rao, and Veerabhadran Baladandayuthapani
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A Bayesian Decision Framework for Optimizing Sequential Combination Antiretroviral Therapy in People with HIV |
Wei Jin, Yang Ni, Jane O’Halloran, Amanda Spence, Leah Rubin, and Yanxun Xu
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A dynamic spatial filtering approach to mitigate underestimation bias in field calibrated low-cost sensor air-pollution data |
Claire Heffernan, Roger D Peng, Drew Gentner, Kirsten Koehler, and Abhirup Datta
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Data-driven chimney fire risk prediction using machine learning and point process tools |
Changqing Lu, Marie-Colette van Lieshout, Maurits de Graaf, and Paul Visscher
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When Ecological Individual Heterogeneity Models and Large Data Collide: An Importance Sampling Approach |
Ruth King, Blanca Sarzo, and Victor Elvira
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Design-based mapping of land use/land cover classes with bootstrap estimation of precision by nearest-neighbour interpolation |
Agnese Marcelli, Rosa Maria Di Biase, Piermaria Corona, Stephen V. Stehman, and Lorenzo Fattorini
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Identifying boundaries in spatially continuous risk surfaces from spatially aggregated disease count data |
Duncan Paul Lee
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Stochastic declustering of earthquakes with the spatiotemporal RETAS model |
Tom Stindl and Feng Chen
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Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data |
Rui Xie, Shuyang Bai, and Ping Ma
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A Riemann Manifold Model Framework for Longitudinal Changes in Physical Activity Patterns |
Jingjing Zou, Tuo Lin, Chongzhi Di, John Bellettiere, Marta M. Jankowska, Sheri J. Hartman, Dorothy D. Sears, Andrea Z. LaCroix, Cheryl L. Rock, and Loki Natarajan
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A penalized complexity prior for deep Bayesian transfer learning with application to materials informatics |
Mohamed Abba, Jonathan Williams, and Brian James Reich
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A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation |
Andrea Cappozzo, Francesca Ieva, and Giovanni Fiorito
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RZiMM-scRNA: A regularized zero-inflated mixture model framework for single-cell RNA-seq data |
Xinlei Mi, William Bekerman, Peter A. Sims, Peter D. Canoll, and Jianhua Hu
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A Dynamic Additive and Multiplicative Effects Network Model with Application to the United Nations Voting Behaviors |
Xiaoyue Maggie Niu, Bomin Kim, David Hunter, and Xun Cao
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Sequential Monte Carlo for Sampling Balanced and Compact Redistricting Plans |
Cory McCartan and Kosuke Imai
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Estimating COVID-19 Vaccine Protection Rates via Dynamic Epidemiological Models–A Study of Ten Countries |
Yuru Zhu, Jia Gu, Yumou Qiu, and Song X Chen
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Estimating Covid-19 Transmission Time Using Hawkes Point Processes |
Frederic Schoenberg
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Joint stochastic simulation of extreme coastal and offshore significant wave heights |
Juliette Legrand, Pierre Ailliot, Philippe Naveau, and Nicolas Raillard
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A reluctant additive model framework for interpretable nonlinear individualized treatment rules |
Jacob M. Maronge, Jared D. Huling, and Guanhua Chen
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Multi-model Ensemble Analysis with Neural Network Gaussian Processes |
Trevor Harris and Bo Li, Ryan Sriver
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Binned multinomial logistic regression for integrative cell type annotation |
Keshav Motwani, Rhonda Bacher, and Aaron J. Molstad
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Sensitivity Analysis of Wind Energy Resources with Bayesian non-Gaussian and nonstationary Functional ANOVA |
Jiachen Zhang, Paola Crippa, Marc Georges Genton, and Stefano Castruccio
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Compressed spectral screening for large-scale differential correlation analysis with application in selecting Glioblastoma gene modules |
Tianxi Li, Xiwei Tang, and Ajay Chatrath
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A Statistical Approach to Estimating Adsorption-Isotherm Parameters in Gradient-Elution Preparative Liquid Chromatography |
Jiaji Su, Zhigang Yao, Cheng Li, and Ye Zhang
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Accounting for Seasonality in Extreme Sea Level Estimation |
Eleanor D’Arcy
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Association and Causation: Attributes and Effects of Judges in Equal Employment Opportunity Commission Litigation Outcomes |
Michael Edward Sobel, Gregory John Wawro, and Sean Farhang
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De-biased lasso for stratified Cox models with application to the national kidney transplant data |
Lu Xia, Bin Nan, and Yi Li
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Continuous-time modelling of behavioural responses in animal movement |
Théo Michelot, Richard Glennie, Len Thomas, Nicola Quick, and Catriona Harris
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On the Fair Comparison of Optimization Algorithms in Different Machines |
Etor Arza, Josu Ceberio, Ekhiñe Irurozki, and Aritz Pérez
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Distributed Proportional Likelihood Ratio Model with Application to Data Integration Across Clinical Sites |
Chongliang Luo, Rui Duan, Mackenzie Edmondson, Jiasheng Shi, Mitchell Maltenfort, Jeffrey S. Morris, Christopher Forrest, Rebecca Hubbard, and Yong Chen
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Bayesian Multiple Instance Classification Based on Hierarchical Probit Regression |
Danyi Xiong, Seongoh Park, Johan Lim, Tao Wang, and Xinlei Wang
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Estimating Fiber Orientation Distribution with Application to Study Brain Lateralization Using HCP D-MRI Data |
Seungyong Hwang, Jie Peng, Thomas Lee, and Debashis Paul
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Using simultaneous regression calibration to study the effect of multiple error-prone exposures on disease risk utilizing biomarkers developed from a controlled feeding study |
Yiwen Zhang, Ran Dai, Ying Huang, Ross Prentice, and Cheng Zheng
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A quantitative linguistic analysis of a cancer online health community with a smooth latent space model |
Mengque Liu, Xinyan Fan, and Shuangge Ma
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Generative machine learning methods for multivariate ensemble post-processing |
Jieyu Chen, Sebastian Lerch, Tim Janke, and Florian Steinke
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Applied Regression Analysis of Correlations for Correlated Data |
Jie Hu, Yu Chen, Chenlei Leng, and Cheng Yong Tang
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A Behavioral Approach to Repeated Bayesian Security Games |
William Caballero, Jake Cooley, David Banks, and Phillip Jenkins
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Non-Negative Tensor Completion for Dynamic Counterfactual Prediction on Covid-19 Pandemic |
Yaoming Zhen and Junhui Wang
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Dynamic Risk Prediction for Cervical Precancer Screening with Continuous and Binary Longitudinal Biomarkers |
Siddharth Roy, Anindya Roy, Megan Clarke, Ana Gradissimo, Robert Burk, Nicolas Wentzensen, Paul Albert, and Danping Liu
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Bayesian model-based clustering for multiple network data |
Anastasia Mantziou, Simon Lunagomez, and Robin Mitra
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Inferring changes to the global carbon cycle with WOMBAT v2.0, a hierarchical flux-inversion framework |
Michael Bertolacci, Andrew Zammit-Mangion, Andrew Schuh, Beata Bukosa, Jenny A. Fisher, Yi Cao, Aleya Kaushik, and Noel Cressie
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ANOPOW for Replicated Nonstationary Time Series In Experiments |
Zeda Li, Yu Yue, and Scott Alan Bruce
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A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial |
Xinyuan Chen, Michael Oscar Harhay, Guangyu Tong, and Fan Li
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Bayesian Projections of Total Fertility Rate Conditional on the United Nations Sustainable Development Goals |
Daphne Hong-Hsiao Liu and Adrian Elmes Raftery
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A Bayesian Spatio-Temporal Level Set Dynamic Model and Application to Fire Front Propagation |
Myungsoo Yoo and Christopher K. Wikle
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Network-level Traffic Flow Prediction: Functional Time Series vs. Functional Neural Network Approach |
Tao Ma, Fang Yao, and Zhou Zhou
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Selective Inference for Sparse Multitask Regression with Applications in Neuroimaging |
Snigdha Panigrahi, Natasha Stewart, Chandra Sripada, and Elizaveta Levina
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Latent Subgroup Identification in Image-on-scalar Regression |
Zikai Lin, Yajuan Si, and Jian Kang
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Retrospective varying coefficient association analysis of longitudinal binary traits: application to the identification of genetic loci associated with hypertension |
Gang Xu, Amei Amei, Weimiao Wu, Yunqing Liu, Linchuan Shen, Edwin C. Oh, and Zuoheng Wang
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What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work? |
Torsten Hothorn
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A non-separable first-order spatio-temporal intensity for events on linear networks: an application to ambulance interventions |
Andrea Gilardi, Riccardo Borgoni, and Jorge Mateu
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Change point detection in dynamic Gaussian graphical models: the impact of COVID-19 pandemic on the US stock market |
Beatrice Franzolini, Alexandros Beskos, Maria De Iorio, Warrick Poklewski Koziell, and Karolina Grzeszkiewicz
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A Novel Estimator of Earth’s Curvature (Allowing For Inference As Well) |
David Richard Bell, Olivier Ledoit, and Michael Wolf
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Online Monitoring of Air Quality Using PCA-Based Sequential Learning |
Xiulin Xie, Nicole Qian, and Peihua Qiu
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Tensor Mixture Discriminant Analysis with Applications to Sensor Array Data Analysis |
Xuesong Hou, Qing Mai, and Hui Zou
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Bayesian adaptive and interpretable functional regression for exposure profiles |
Yunan Gao and Daniel Kowal
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Quantifying Replicability of Multiple Studies in a Meta-Analysis |
Mengli Xiao, Haitao Chu, James S. Hodges, and Lifeng Lin
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Modeling the Visibility Distribution for Respondent-Driven Sampling with Application to Population Size Estimation |
Katherine R McLaughlin, Lisa G Johnston, Xhevat Jakupi, Dafina Gexha-Bunjaku, Edona Deva, and Mark S Handcock
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A Partially Functional Linear Regression Framework for Integrating Genetic, Imaging, and Clinical Data |
Ting Li, Yang Yu, Steven Marron, and Hongtu Zhu
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Composite Scores for Transplant Center Evaluation: A New Individualized Empirical Null Method |
Nicholas Hartman, Joseph M. Messana, Jian Kang, Abhijit S. Naik, Tempie H. Shearon, and Kevin He
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A continuous multiple hypothesis testing framework for optimal exoplanet detection |
Nathan Charles Hara, Thibault de Poyferré, Jean-Baptiste Delisle, and Marc Hoffmann
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Bayesian hierarchical modelling of sparse count processes in retail analytics |
Gordon Ross, James Pitkin, and Ioanna Manolopoulou
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Density-based Matching Rule: Optimality, Estimation, and Application in Forensic Problems |
Hana Lee, Yumou Qiu, Alicia Carriquiry, and Danica Ommen
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Land-Use Filtering for Nonstationary Spatial Prediction of Collective Efficacy in an Urban Environment |
Jeffrey Brandon Carter, Christopher R. Browning, Bethany Boettner, Nicolo Pinchak, and Catherine A. Calder
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Testing for the Causal Mediation Effects of Multiple Mediators Using the Kernel Machine Difference Method in Genome-Wide Epigenetic Studies |
Jincheng Shen and Xihong Lin
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Weak Signal Inclusion Under Dependence and Applications in Genome-wide Association Study |
X. Jessie Jeng, Yifei Hu, Quan Sun, and Yun Li
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Latent Mixture Model for Heterogeneous Causal Mechanisms in Mendelian Randomization |
Daniel Iong, Qingyuan Zhao, and Yang Chen
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A Simple and Flexible Test of Sample Exchangeability with Applications to Statistical Genomics |
Alan J Aw, Jeffrey P Spence, and Yun S Song
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Learning Healthcare Delivery Network with Longitudinal Electronic Health Records Data |
Jiehuan Sun, Katherine P. Liao, and Tianxi Cai
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Identification of Influencing Factors on Self-Reported Count Data with Multiple Potential Inflated Values |
Yang Li, Mingcong Wu, Mengyun Wu, and Shuangge Ma
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Readability prediction: How many features are necessary? |
Florian Schwendinger, Laura Vana, and Kurt Hornik
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Information-Incorporated Clustering Analysis of Disease Prevalence Trends |
Shuangge Ma
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Functional Partial Least Squares with Censored Outcomes: Prediction of Breast Cancer Risk with Mammogram |
Shu Jiang, Jiguo Cao, and Graham A. Colditz
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Efficient and Effective Calibration of Numerical Model Outputs Using Hierarchical Dynamic Models |
Yewen Chen, Xiaohui Chang, Bohai Zhang, and Hui Huang
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Network method for voxel-pair-level brain connectivity analysis under spatial-contiguity constraints |
Tong Lu, Yuan Zhang, Peter Kochunov, Elliot Hong, and Shuo Chen
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A Population-Aware Retrospective Regression to Detect Genome-Wide Variants with Sex Difference in Allele Frequency |
Zhong Wang, Andrew D. Paterson, and Lei Sun
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Bayesian nested latent class models for cause-of-death assignment using verbal autopsies across multiple domains |
Zehang Richard Li, Zhenke Wu, Irena Chen, and Samuel J. Clark
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Filtrated Common Functional Principal Component Analysis of Multi-group Functional data |
Shuhao Jiao, Ron Frostig, and Hernando Ombao
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Multi-scale Poisson process approaches for detecting and estimating differences from high-throughput sequencing assays |
Heejung Shim, Zhengrong Xing, Ester Pantaleo, Francesca Luca, Roger Pique-Regi, and Matthew Stephens
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Accurate estimation of rare cell type fractions from tissue omics data via hierarchical deconvolution |
Penghui Huang, Manqi Cai, Xinghua Lu, Chris McKennan, and Jiebiao Wang
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Tensor Regression for Incomplete Observations with Application to Longitudinal Studies |
Tianchen Xu, Kun Chen, and Gen Li
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Learning common structures in a collection of networks. An application to food webs |
Saint-Clair Chabert-Liddell, Pierre Barbillon, and Sophie Donnet
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Athlete rating in multi-competitor games with scored outcomes via monotone transformations |
Jonathan Che and Mark Glickman
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