| 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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| Dynamic Modeling and Online Monitoring of Tensor Data Streams with Application to Passenger Flow Surveillance |
Yifan Li, Chunjie Wu, Wendong Li, Fugee Tsung, and Jianhua Guo
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| Continuous and Atlas-free Analysis of Brain Structural Connectivity |
William Consagra, Martin Cole, Xing Qiu, and Zhengwu Zhang
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| A bootstrap model comparison test for identifying genes with context-specific patterns of genetic regulation |
Mykhaylo M. Malakhov, Ben Dai, Xiaotong T. Shen, and Wei Pan
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| Patient Recruitment Using Electronic Health Records Under Selection Bias: a Two-phase Sampling Framework |
Guanghao Zhang, Lauren Beesley, Bhramar Mukherjee, and Xu Shi
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| A Novel Bayesian Model For Assessing Intratumor Heterogeneity of Tumor Infiltrating Leukocytes with Multi-Region Gene Expression Sequencing |
Peng Yang
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| Scalable Multiple Network Inference with the Joint Graphical Horseshoe |
Camilla Lingjaerde, Benjamin P. Fairfax, Sylvia Richardson, and Hélène Ruffieux
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| Joint Mixed Membership Modeling of Multivariate Longitudinal and Survival Data for Learning the Individualized Disease Progression |
Yuyang He, Xinyuan Song, and Kai Kang
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| Outcome-guided Disease Subtyping by Generative Model and Weighted Joint Likelihood in Transcriptomic Applications |
George C Tseng
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| Learning and forecasting of age-specific period mortality via B-spline processes with locally-adaptive dynamic coefficients |
Federico Pavone, Sirio Legramanti, and Daniele Durante
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| Latent Conjunctive Bayesian Network: Unify Attribute Hierarchy and Bayesian Network for Cognitive Diagnosis |
Seunghyun Lee and Yuqi Gu
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| Quantile regression decomposition analysis of disparity research using complex survey data: Application to disparities in BMI and telomere length between U.S. minority and white population groups |
Hyokyoung Grace Hong, Barry I Graubard, Joseph L Gastwirth, and Mi-Ok Kim
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| Bayesian hidden Markov models for latent variable labeling assignments in conflict research: application to the role ceasefires play in conflict dynamics |
Jonathan Paul Williams, Gudmund H Hermansen, Håvard Strand, Govinda Clayton, Håvard Mokleiv Nygård, and Siri Aas Rustad
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| Semiparametric estimation for dynamic networks with shifted connecting intensities |
Zitong Zhang and Shizhe Chen
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| A Nonparametric Mixed-Effects Mixture Model for Patterns of Clinical Measurements Associated with COVID-19 |
Yuedong Wang
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| Benefits and costs of matching prior to a Difference in Differences analysis when parallel trends does not hold |
Dae Woong Ham and Luke Miratrix
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| A latent process model for monitoring progress towards hard-to-measure targets, with applications to mental health and online educational assessments |
Minjeong Jeon and Michael Schweinberger
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| Exposure Effects on Count Outcomes with Observational Data, with Application to Incarcerated Women |
Bonnie E Shook-Sa, Michael G Hudgens, Andrea K Knittel, Andrew Edmonds, Catalina Ramirez, Stephen R Cole, Mardge Cohen, Adebola Adedimeji, Tonya Taylor, Katherine G Michel, Andrea Kovacs, Jennifer Cohen, Jessica Donohue, Antonina Foster, Margaret A Fischl, Dustin Long, and Adaora A Adimora
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| Support Vector Machine for Dynamic Survival Prediction with Time-Dependent Covariates |
Wenyi Xie, Donglin Zeng, and Yuanjia Wang
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| Non-convex SVM for cancer diagnosis based on morphologic features of tumor microenvironment |
Sean Kent and Menggang Yu
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| Probabilistic Contrastive Dimension Reduction for Case-Control Study Data |
Didong Li, Andrew C Jones, and Barbara E Engelhardt
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| Modeling Curves and Derivatives as Predictors for Traffic Breakdown Probabilities |
Jeng-Min Chiou and Pai-Ling Li
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| Surrogate method for partial association between mixed data with application to well-being survey analysis |
Shaobo Li, Zhaohu Fan, Ivy Liu, Philip S. Morrison, and Dungang Liu
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| An integrative network-based mediation model (NMM) to estimate multiple genetic effects on outcomes mediated by functional connectivity |
Wei Dai and Heping Zhang
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| Semiparametric Linear Regression with an Interval-Censored Covariate in the Atherosclerosis Risk in Communities Study |
Richard Sizelove, Donglin Zeng, and Danyu Lin
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| Semi-parametric modeling of SARS-CoV-2 transmission using tests, cases, deaths, and seroprevalence data |
Damon Bayer, Isaac Goldstein, Jonathan Fintzi, Keith Lumbard, Emily Ricotta, Sarah Warner, Jeffrey Strich, Daniel Chertow, Lindsay Busch, Daniel Parker, Bernadette Boden-Albala, Richard Chhuon, Matthew Zahn, Nichole Quick, Alissa Dratch, and Volodymyr M. Minin
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| Bayesian Joint Modeling of High-Dimensional Discrete Multivariate Longitudinal Data using Generalized Linear Mixed Models |
Paloma Hauser, Xianming Tan, Fang Chen, Ronald C Chen, and Joseph G Ibrahim
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| Assessing aquatic toxicity assessment via a clustered variance model |
Xin Wang and Jing Zhang
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| A Latent Variable Approach for Modeling Relational Data with Multiple Receivers |
Joris Mulder and Peter D. Hoff
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| Sparse Clustering for Customer Segmentation with High-dimensional Mixed-type Data |
Feifei Wang, Shaodong Xu, Yichen Qin, Ye Shen, and Yang Li
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| Evaluation of transplant benefits with the U.S. Scientific Registry of Transplant Recipients by semiparametric regression of mean residual life |
Ge Zhao, Yanyuan Ma, Huazhen Lin, and Yi Li
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| Site occupancy and abundance models for analyzing multiple-visit detection/nondetection data |
Huu-Dinh Huynh, Matthew Schofield, and Wen-Han Hwang
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| Joint Modeling of Multistate and Nonparametric Multivariate Longitudinal Data |
Lu You, Falastin Salami, Carina Törn, Åke Lernmark, and Roy Tamura
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| Latent level correlation modeling of multivariate discrete-valued financial time series |
Yanzhao Wang, Haitao Liu, Jian Zou, and Nalini Ravishanker
|
| A Forensic Statistical Analysis of Fraud in the Federal Food Stamp Program |
Jonathan Ross Woody, Zhicong Zhao, Robert Lund, and Tung-Lung Wu
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| Bayesian Sparse Vector Autoregressive Switching Models with Application to Human Gesture Phase Segmentation |
Beniamino Hadj-Amar, Jack Jewson, and Marina Vannucci
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| Mixture Conditional Regression with Ultrahigh Dimensional Text Data for Estimating Extralegal Factor Effects |
Fang Wang
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| A flexible model for correlated count data, with application to multi-condition differential expression analyses of single-cell RNA sequencing data |
Yusha Liu, Peter Carbonetto, Michihiro Takahama, Adam Gruenbaum, Dongyue Xie, Nicolas Chevrier, and Matthew Stephens
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| Periodogram Regression, a Two Stage Mixed Effects Approach for Modelling Multiple Integer-Valued Time Series of Tropical Cyclone Frequency |
Lyuyuan Zhang, Guoqi Qian, and Sourav Das
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| Weighted Biomarker Variability in Joint Analysis of Longitudinal and Time-to-Event Data |
Chunyu Wang, Jiaming Shen, Christiana Charalambous, and Jianxin Pan
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| Bivariate Functional Patterns of Lifetime Medicare Costs among ESRD Patients |
Yue Wang, Bin Nan, and John D Kalbfleisch
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| Model-robust Bayesian design through Generalised Additive Models for monitoring submerged shoals |
Dilishiya Kalpani De Silva, James McGree, Helen Thompson, Rebecca Fisher, and Ben Radford
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| Are Made and Missed Different? An analysis of Field Goal Attempts of Professional Basketball Players via Depth Based Testing Procedure |
Kai Qi, Guanyu Hu, and Wei Wu
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| Prediction intervals for economic fixed-event forecasts |
Fabian Krüger and Hendrik Plett
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| Integrating Mendelian Randomization with causal mediation analyses for characterizing direct and indirect exposure-to-outcome effects |
Fan Yang, Lin S. Chen, Shahram Oveisgharan, Dawood Darbar, and David A. Bennett
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| A Copula Model for Marked Point Process with A Terminal Event: An Application in Dynamic Prediction of Insurance Claims |
Lu Yang, Peng Shi, and Shimeng Huang
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| Regularized scalar-on-function regression analysis to assess functional association of critical physical activity window with biological age |
Margaret M. Banker, Leyao Zhang, and Peter X.K. Song
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| Causal health impacts of power plant emission controls under modeled and uncertain physical process interference |
Nathan B Wikle and Corwin M Zigler
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