| Fitting stochastic epidemic models to gene genealogies using linear noise approximation |
Mingwei Tang, Gytis Dudas, Trevor Bedford, and Vladimir N. Minin
|
| A Marginal Structural Model for Partial Compliance in SMARTs |
William Jeremy Artman, Ashkan Ertefaie, Kevin G Lynch, James R McKay, and Brent A Johnson
|
| Social Distancing and Covid-19: Randomization Inference for a Structured Dose-Response Relationship |
Bo Zhang, Siyu Heng, Ting Ye, and Dylan Small
|
| Control Charts For Dynamic Process Monitoring With An Application To Air Pollution Surveillance |
Xiulin Xie and Peihua Qiu
|
| Complex Discontinuity Designs Using Covariates: Impact of School Grade Retention on Later Life Outcomes in Chile |
Juan D Diaz and Jose R Zubizarreta
|
| Social Order Statistics Models for Ranking Data |
Jiaqi Gu and Philip L.H. Yu
|
| Probabilistic HIV Recency Classification — A Logistic Regression without Labeled Individual Level Training Data |
Ben Sheng, Changcheng Li, Le Bao, and Runze Li
|
| Analyzing animal escape data with circular nonparametric multimodal regression |
María Alonso-Pena and Rosa M. Crujeiras
|
| Sequential Sampling in Prospective Observational Studies |
Mary Margaret Ryan and Daniel Gillen
|
| Conex-Connect: Learning Patterns in Extremal Brain Connectivity From Multi-Channel EEG Data |
Matheus Bartolo Guerrero, Raphael Huser, and Hernando Ombao
|
| Bayesian classification, anomaly detection, and survival analysis using network inputs with application to the microbiome |
Nathaniel Josephs, Lizhen Lin, Steven Rosenberg, and Eric D. Kolaczyk
|
| Regularized Fingerprinting in Detection and Attribution of Climate Change with Weight Matrix Optimizing the Efficiency in Scaling Factor Estimation |
Yan Li, Kun Chen, Jun Yan, and Xuebin Zhang
|
| A Multivariate Frequency-Severity Framework for Healthcare Data Breaches |
Sun Hong, Maochao Xu, and Peng Zhao
|
| Generalized Theme Dictionary Models for Association Pattern Discovery |
Yang Yang and Ke Deng
|
| Estimating the Average Treatment Effect in Randomized Clinical Trials with All-or-None Compliance |
Zhiwei Zhang, Zonghui Hu, Dean Follmann, and Lei Nie
|
| Model Selection for Maternal Hypertensive Disorders with Symmetric Hierarchical Dirichlet Processes |
Beatrice Franzolini, Antonio Lijoi, and Igor Pruenster
|
| Hospital Quality Risk Standardization via Approximate Balancing Weights |
Luke Keele, Eli Ben-Michael, Avi Feller, Rachel Kelz, and Luke Miratrix
|
| Bayesian Non-Homogeneous Hidden Markov Model with Variable Selection for Investigating Drivers of Seizure Risk Cycling |
Emily Wang, Sharon Chiang, Zulfi Haneef, Vikram Rao, Robert Moss, and Marina Vannucci
|
| Modeling Cell Populations Measured By Flow Cytometry With Covariates Using Sparse Mixture of Regressions |
Sangwon Hyun, Mattias Rolf Cape, Francois Ribalet, and Jacob Bien
|
| Generalized fiducial factor: an alternative to the Bayes factor for forensic identification of source problems |
Jonathan P Williams, Danica M Ommen, and Jan Hannig
|
| Topological Learning for Brain Networks |
Tananun Songdechakraiwut and Moo K Chung
|
| Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression |
Yuming Sun, Jian Kang, Chad Brummett, and Yi Li
|
| Statistical matching and subclassification with a continuous dose: characterization, algorithm, and application to a study of the effect of transesophageal echocardiography on post-surgery clinical outcomes |
Bo Zhang, Emily Mackay, and Mike Baiocchi
|
| Estimation of Gaussian directed acyclic graphs using partial ordering information with applications to DREAM3 networks and dairy cattle data |
Syed Rahman, Kshitij Khare, George Michailidis, Carlos Martinez, and Juan Carulla
|
| Robust Sensible Adversarial Learning of Deep Neural Networks for Image Classification |
Xiao Wang
|
| Estimating promotion effects in email marketing using a large-scale cross-classified Bayesian joint model for nested imbalanced data |
Sabyasachi Mukhopadhay, Wreetabrata Kar, and Gourab Mukherjee
|
| Modeling panels of extremes |
Debbie Dupuis, Sebastian Engelke, and Luca Trapin
|
| A Variational Bayesian Approach to Identifying Whole-Brain Directional Networks with fMRI Data |
Yaotian Wang, Guofen Yan, Xiaofeng Wang, and Tingting Zhang
|
| Subject-Specific Dirichlet-Multinomial Regression for Multi-District Microbiota Data Analysis |
Matteo Pedone, Amedeo Amedei, and Francesco Claudio Stingo
|
| Spatiotemporal wildfire modeling through point processes with moderate and extreme marks |
Jonathan Koh, François Pimont, Jean-Luc Dupuy, and Thomas Opitz
|
| Bayesian Clustering of Spatial Functional Data with Application to a Human Mobility Study During COVID-19 |
Bohai Zhang, Huiyan Sang, Zhao Tang Luo, and Hui Huang
|
| Designing experiments for estimating an appropriate outlet size for a silo type problem |
Jose Moler, Jesus Lopez-Fidalgo, and Caterina May
|
| TEAM: A Multiple Testing Algorithm on the Aggregation Tree for Flow Cytometry Analysis |
John Pura, Xuechan Li, Cliburn Chan, and Jichun Xie
|
| ALPHA: Audit that Learns from Previously Hand-Audited Ballots |
Philip B Stark
|
| Model Selection Uncertainty and Stability in Beta Regression Models: A Study of Bootstrap-Based Model Averaging with an Empirical Application to Clickstream Data |
Corban Allenbrand and Ben Sherwood
|
| Do Forecasts of Bankruptcy Cause Bankruptcy? A Machine Learning Sensitivity Analysis |
Demetrios Papakostas, Richard Hahn, Jared Murray, Frank Zhou, and Joseph Gerakos
|
| Time-discretization approximation enriches continuous-time discrete-space models for animal movement |
Joshua Hewitt, Alan E Gelfand, and Robert S Schick
|
| Nested Conformal Prediction Sets for Classification with Applications to Probation Data |
Arun Kumar Kuchibhotla and Richard A Berk
|
| Handling Categorical Features with Many Levels Using a Product Partition Model |
Renato Assuncao, Túlio Criscuolo, Rosângela Loschi, Wagner Meira, and Danna Cruz-Reyes
|
| PALM: Patient-centered Treatment Ranking via Large-scale Multivariate Network Meta-analysis |
Rui Duan, Jiayi Tong, Lifeng Lin, Lisa Levine, Mary Sammel, Joel Stoddard, Tianjing Li, Christopher Schmid, Haitao Chu, and Yong Chen
|
| Many-to-One indirect sampling with application to the French postal traffic estimation |
Estelle Medous, Camelia Goga, Anne Ruiz-Gazen, Jean-François Beaumont, Alain Dessertaine, and Pauline Puech
|
| Estimating the effects of a California gun control program with Multitask Gaussian Processes |
Eli Ben-Michael, David Arbour, Avi Feller, Alex Franks, and Steven Raphael
|
| Modeling a Nonlinear Biophysical Trend Followed by Long-Memory Equilibrium with Unknown Change Point |
Wenyu Zhang, Maryclare Griffin, and David Matteson
|
| Robust joint modelling of left-censored longitudinal data and survival data, with application to HIV vaccine studies |
Lang Wu
|
| Bayesian Decision Theory for Tree-Based Adaptive Screening Tests with an Application to Youth Delinquency |
Chelsea Krantsevich, P. Richard Hahn, Yi Zheng, and Charles Katz
|
| Bayesian Cox Regression for Large-scale Inference with Applications to Electronic Health Records |
Alexander Wolfgang Jung and Moritz Gerstung
|
| Statistical Modeling of Longitudinal Medical Cost Trajectory with Insurance Claims Data |
Shikun Wang
|
| Cytopt: Optimal Transport with Domain Adaptation for Interpreting Flow Cytometry Data |
Paul Freulon, Jérémie Bigot, and Boris Hejblum
|
| A Tensor Decomposition Model for Longitudinal Microbiome Studies |
Siyuan Ma and Hongzhe Li
|
| A Rotation-Based Feature and Bayesian Hierarchical Model for the Forensic Evaluation of Handwriting Evidence in a Closed Set |
Amy M Crawford, Danica M Ommen, and Alicia Carriquiry
|
| Knockoffs with Side Information |
Zhimei Ren and Emmanuel Candès
|
| Latent Multivariate Log-Gamma Models for High-Dimensional Multi-Type Responses with Application to Daily Fine Particulate Matter and Mortality Counts |
Zhixing Xu, Jonathan Ray Bradley, and Debajyoti Sinha
|
| Identification of immune response combinations associated with heterogeneous infection risk in the immune correlate analysis of HIV vaccine studies |
Chae Ryon Kang and Ying Huang
|
| Bayesian Analysis for Imbalanced Positive-Unlabelled Diagnosis Codes in Electronic Health Records |
Ru Wang, Ye Liang, Zhuqi Miao, and Tieming Liu
|
| Surrogate marker assessment using mediation and instrumental variable analyses in a case-cohort design |
Yen-Tsung Huang, Jih-Chang Yu, and Jui-Hsiang Lin
|
| Detecting Distributional Differences in Labeled Sequence Data with Application to Tropical Cyclone Satellite Imagery |
Trey McNeely, Galen Vincent, Kimberly M Wood, Rafael Izbicki, and Ann B Lee
|
| A Bayesian accelerated failure time model for interval-censored three-state screening outcomes |
Thomas Klausch, Eddymurphy U. Akwiwu, Mark A. van de Wiel, Veerle M.H. Coupé, and Johannes Berkhof
|
| LOCUS: A regularized blind source separation method with low-rank structure for investigating brain connectivity |
Yikai Wang and Ying Guo
|
| Real-Time Mechanistic Bayesian Forecasts of Covid-19 Mortality |
Graham Casey Gibson, Nicholas Reich, and Daniel Sheldon
|
| Simulating flood event sets using extremal principal components |
Christian Rohrbeck and Daniel Cooley
|
| Estimating Global and Country-Specific Excess Mortality During the COVID-19 Pandemic |
Jon Wakefield, Victoria Knutson, Serge Aleshin-Guendel, Ariel Karlinsky, and William Msemburi
|
| Dynamic risk prediction triggered by intermediate events using survival tree ensembles |
Yifei Sun, Sy Han Chiou, Colin Wu, Meghan McGarry, and Chiung-Yu Huang
|
| Mixed-frequency extreme value regression: estimating the effect of Mesoscale Convective Systems on extreme rainfall intensity |
Debbie J. Dupuis and Luca Trapin
|
| Lagged couplings diagnose Markov chain Monte Carlo phylogenetic inference |
Luke Kelly, Robin Ryder, and Grégoire Clarté
|
| Co-clustering of Spatially Resolved Transcriptomic Data |
Andrea Sottosanti and Davide Risso
|
| Balancing Weights for Region-Level Analysis: The Effect of Medicaid Expansion on the Uninsurance Rate Among States That did not Expand Medicaid |
Max Rubinstein, Amelia Haviland, and David Choi
|
| Spatio-temporal Local Interpolation of Global Ocean Heat Transport using Argo Floats: A Debiased Latent Gaussian Process Approach |
Beomjo Park, Mikael Kuusela, Donata Giglio, and Alison Gray
|
| Latent variable models for multivariate dyadic data with zero inflation: Analysis of intergenerational exchanges of family support |
Jouni Kuha, Siliang Zhang, and Fiona Steele
|
| A Bayesian panel VAR model to analyze the impact of climate change on high-income economies |
Florian Huber, Tamas Krisztin, and Michael Pfarrhofer
|
| Estimation and inference for exposure effects with latency in the Cox proportional hazards model in the presence of exposure measurement error |
Sarah Peskoe, Ning Zhang, Donna Spiegelman, and Molin Wang
|
| Calibration of Spatio-Temporal Forecasts from Citizen Science Urban Air Pollution Data with Sparse Recurrent Neural Networks |
Matthew Bonas and Stefano Castruccio
|
| Randomization Inference for Cluster-Randomized Test-Negative Designs with Application to Dengue Studies: Unbiased estimation, Partial compliance, and Stepped-wedge design |
Bingkai Wang, Suzanne M. Dufault, Dylan S. Small, and Nicholas P. Jewell
|
| Variational Bayesian Analysis of Nonhomogeneous Hidden Markov Models with Long and Ultra-long Sequences |
Xinyuan Chen, Yiwei Li, Joseph Chang, and Xiangnan Feng
|
| Tracking hematopoietic stem cell evolution in a Wiskott-Aldrich clinical trial |
Danilo Pellin, Luca Biasco, Serena Scala, Maria-Clelia di Serio, and Ernst C Wit
|
| How Close and How Much? Linking Health Outcomes to Built Environment Spatial Distributions |
Adam Peterson, Veronica Berrocal, Emma Sanchez-Vaznaugh, and Brisa Sanchez
|
| Truncated Rank-Based Tests for Two-Part Models with Excessive Zeros and Applications to Microbiome Data |
Wanjie Wang, Zhang Eric Chen, and Hongzhe Li
|
| Distinct: a novel approach to differential distribution analyses |
Simone Tiberi, Helena L Crowell, Pantelis Samartsidis, Lukas M Weber, and Mark D Robinson
|
| Bayesian Modeling of Interaction between Features in Sparse Multivariate Count Data with Application to Microbiome Study |
Shuangjie Zhang, Yuning Shen, Irene A. Chen, and Juhee Lee
|
| The Risk of Maternal Complications After Cesarean Delivery: Near-Far Matching for Instrumental Variables Study Designs with Large Observational Datasets |
Ruoqi Yu, Rachel Kelz, Scott Lorch, and Luke Keele
|
| Integrating Multiple Built Environment Data Sources |
Jung Yeon Won
|
| Marginally Calibrated Response Distributions for End-to-End Learning in Autonomous Driving |
Clara Hoffmann and Nadja Klein
|
| 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
|
| Leveraging Hardy-Weinberg Disequilibrium for Association Testing in Case-Control Studies |
Lin Zhang, Lisa Johanna Strug, and Lei Sun
|
| Probabilistic Learning of Treatment Trees in Cancer |
Tsung-Hung Yao, Zhenke Wu, Karthik Bharath, Jinju Li, and Veerabhadran Baladandayuthapani
|
| Sequentially valid tests for forecast calibration |
Alexander Henzi, Sebastian Arnold, and Johanna F. Ziegel
|
| Bayesian Additive Regression Trees for Genotype Byenvironment Interaction Models |
Danilo Augusto Sarti, Estevão Batista Prado, Alan N. Inglis, Antônia Alessandra Lemos Dos Santos, Catherine B. Hurley, Rafael Andrade Moral, and Andrew C. Parnell
|
| Bivariate Hierarchical Bayesian Model for Combining Summary Measures and Their Uncertainties from Multiple Sources |
Yujing Yao, R. Todd Ogden, Chubing Zeng, and Qixuan Chen
|
| 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
|
| The scalable Birth-Death MCMC Algorithm for Mixed Graphical Model Learning with Application to Genomic Data Integration |
Nanwei Wang, Helene Massam, Xin Gao, and Laurent Briollais
|
| A High-dimensional Approach to Measure Connectivity in the Financial Sector |
Sumanta Basu, George Michailidis, Sreyoshi Das, and Amiyatosh Purnanandam
|
| A Bayesian Hierarchical Model Framework to Quantify Uncertainty of Tropical Cyclone Precipitation Forecasts |
Stephen Alexander Walsh
|
| Joint Point and Variance Estimation under a Hierarchical Bayesian model for Survey Count Data |
Terrance Dean Savitsky, Julie Gershunskaya, and Mark Crankshaw
|
| Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation |
Ben Dai, Xiaotong Shen, Lin Yee Chen, Chunlin Li, and Wei Pan
|
| Dynamic Prediction of Residual Life with Longitudinal Covariates Using Long Short-Term Memory Networks |
Grace Rhodes, Marie Davidian, and Wenbin Lu
|
| Post-election Analysis of Presidential Election/Poll Data |
Jiming Jiang, Yuanyuan Li, and Peter X. K. Song
|
| Log-Gaussian Cox Process Modeling of Large Spatial Lightning Data using Spectral and Laplace Approximations |
Megan Gelsinger, Maryclare Griffin, David Matteson, and Joseph Guinness
|
| Graph-aware Modeling of Brain Connectivity Networks |
Yura Kim, Daniel Kessler, and Elizaveta Levina
|
| Bayesian model selection: Application to adjustment of fundamental physical constants |
Olha Bodnar and Viktor Eriksson
|
| Modeling racial/ethnic differences in COVID-19 incidence with covariates subject to non-random missingness |
Rob Trangucci, Yang Chen, and Jon Zelner
|
| Leveraging Population Outcomes to Improve the Generalization of Experimental Results: Application to the JTPA Study |
Melody Huang, Naoki Egami, Erin Hartman, and Luke Miratrix
|
| 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
|
| Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers |
Chul Moon, Qiwei Li, and Guanghua Xiao
|
| Bayesian Combinatorial Multi-Study Factor Analysis |
Isabella N Grabski, Roberta N. Devito, Lorenzo Trippa, and Giovanni Parmigiani
|
| Using Proxies to Improve Forecast Evaluation |
Hajo Holzmann and Bernhard Klar
|
| Bayesian Nonparametric Mixture Modeling for Temporal Dynamics of Gender Stereotypes |
Maria De Iorio, Stefano Favaro, Alessandra Guglielmi, and Lifeng Ye
|
| The Bayesian Nested Lasso for Mixed Frequency Regression Models |
George Michailidis
|
| Spatial quantile autoregression for season within year daily maximum temperature data |
Jorge Castillo-Mateo, Jesús Asín, Ana C. Cebrián, Alan E. Gelfand, and Jesús Abaurrea
|
| A dynamic screening algorithm for hierarchical binary marketing data |
Yimei Fan, Yuan Liao, Ilya O Ryzhov, and Kunpeng Zhang
|
| Penalized Estimating Equations for Generalized Linear Models with Multiple Imputation |
Yang Li, Haoyu Yang, Haochen Yu, Hanwen Huang, and Ye Shen
|