| Model-based distance embedding with applications to chromosomal conformation biology |
Yuping Zhang, Disheng Mao, and Zhengqing Ouyang
|
| Contrastive latent variable modeling with application to case-control sequencing experiments |
Andrew Jones, F William Townes, Didong Li, and Barbara E Engelhardt
|
| B-scaling: A Novel Nonparametric Data Fusion Method |
Yiwen Liu, Xiaoxiao Sun, Wenxuan Zhong, and Bing Li
|
| Graph link prediction in computer networks using Poisson matrix factorisation |
Francesco Sanna Passino, Melissa J. M. Turcotte, and Nicholas A. Heard
|
| Matrix Completion Methods for the Total Electron Content Video Reconstruction |
Hu Sun, Zhijun Hua, Jiaen Ren, Shasha Zou, Yuekai Sun, and Yang Chen
|
| The causal effect of a timeout at stopping an opposing run in the NBA |
Connor Pierce Gibbs, Ryan Elmore, and Bailey Kathryn Fosdick
|
| Bayesian semiparametric long memory models for discretized event data |
Antik Chakraborty, Otso Ovaskainen, and David Dunson
|
| C0-Clustering of Multivariate Functional Data for the Analysis of Air Pollution in the South of France |
Charles Bouveyron, Julien Jacques, Amandine Schmutz, Fanny Simoes, and Silvia Bottini
|
| Integrated Quantile RAnk Test (iQRAT) for gene-level associations in sequencing studies |
Tianying Wang, Iuliana Ionita-Laza, and Ying Wei
|
| A Novel Framework to Estimate Multi-dimensional Minimum Effective Doses using Asymmetric Posterior Gain and ε-tapering |
Ying Kuen Cheung, Thevaa Chandereng, and Keith M. Diaz
|
| A Bayesian Precision Medicine Framework for Calibrating Individualized Therapeutic Indices in Cancer |
Abhisek Saha, Min Jin Ha, Satwik Acharyya, and Veera Baladandayuthapani
|
| Bayesian Local False Discovery Rate for sparse count data with application to the discovery of hotspots in protein domains |
Iris Ivy M. Gauran, Junyong Park, Ilia Rattsev, Thomas A Peterson, Maricel G Kann, and DoHwan Park
|
| Dirichlet-tree multinomial mixtures for clustering microbiome compositions |
Jialiang Mao and Li Ma
|
| Semiparametric point process modeling of blinking artifacts in PALM |
Louis Gammelgaard Jensen, David John Williamson, and Ute Hahn
|
| Semiparametric Bayesian Forecasting of Spatio-Temporal Earthquake Occurrences |
Gordon J. Ross and Aleksandar A. Kolev
|
| Improved inference on risk measures for univariate extremes |
Léo Raymond Belzile and Anthony Christopher Davison
|
| A Bayesian hierarchical modeling approach to combining multiple data sources: A case study in size estimation |
Jacob Lee Parsons, Xiaoyue Maggie Niu, and Le Bao
|
| Estimating mode effects from a sequential mixed-mode experiment using structural moment models |
Paul Clarke and Yanchun Bao
|
| Measuring performance for end-of-life care |
Sebastien Haneuse, Deborah Schrag, Francesca Dominici, Sharon-Lise Normand, and Kyu Ha Lee
|
| Semiparametric Multinomial Mixed-Effects Models: A University Students Profiling Tool |
Chiara Masci, Francesca Ieva, and Anna Maria Paganoni
|
| Critical Window Variable Selection for Mixtures: Estimating the Impact of Multiple Air Pollutants on Stillbirth |
Joshua L. Warren, Howard H. Chang, Lauren K. Warren, Matthew J. Strickland, Lyndsey A. Darrow, and James A. Mulholland
|
| High-resolution Bayesian mapping of landslide hazard with unobserved trigger event |
Thomas Opitz, Haakon Bakka, Raphaël Huser, and Luigi Lombardo
|
| Bayesian Functional Registration of fMRI Data |
Guoqing Wang, Abhirup Datta, and Martin A Lindquist
|
| Joint integrative analysis of multiple data sources with correlated vector outcomes |
Emily Charlotte Hector and Peter X.-K. Song
|
| Detection of Two-Way Outliers in Multivariate Data and Application to Cheating Detection in Educational Tests |
Yunxiao Chen, Yan Lu, and Irini Moustaki
|
| Measurement Error Correction in Particle Tracking Microrheology |
Yun Ling, Martin Lysy, Ian Seim, Jay Newby, David Hill, Jeremy Cribb, and M. Gregory Forest
|
| Sensitivity Analysis for Evaluating Principal Surrogate Endpoints Relaxing the Equal Early Clinical Risk Assumption |
Ying Huang, Yingying Zhuang, and Peter Gilbert
|
| Parameter Calibration in wake effect simulation model with Stochastic Gradient Descent and stratified sampling |
Bingjie Liu, Xubo Yue, Eunshin Byon, and Raed Al Kontar
|
| Asymmetric tail dependence modeling, with application to cryptocurrency market data |
Yan Gong and Raphael Huser
|
| Analysis of presence-only data via exact Bayes, with model and effects identification |
Guido Alberti Moreira and Dani Gamerman
|
| Estimation of the Marginal Effect of Antidepressants on Body Mass Index Under Confounding and Endogenous Covariate-Driven Monitoring Times |
Janie Coulombe, Erica E. M. Moodie, Robert W. Platt, and Christel Renoux
|
| Estimating the stillbirth rate for 195 countries using a Bayesian sparse regression model with temporal smoothing |
Zhengfan Wang, Miranda J. Fix, Lucia Hug, Anu Mishra, Danzhen You, Hannah Blencowe, Jon Wakefield, and Leontine Alkema
|
| Functional random effects modeling of brain shape and connectivity |
Eardi Lila and John A. D. Aston
|
| Hierarchical Resampling For Bagging In Multi-Study Prediction With Applications To Human Neurochemical Sensing |
Gabriel Loewinger, Prasad Patil, Kenneth Kishida, and Giovanni Parmigiani
|
| Large-Scale Multivariate Sparse Regression with Applications to UK Biobank |
Junyang Qian, Yosuke Tanigawa, Ruilin Li, Robert Tibshirani, Manuel A Rivas, and Trevor Hastie
|
| Spatial Functional Data Modeling of Plant Reflectances |
Philip A. White, Henry Frye, Michael F. Christensen, Alan E. Gelfand, and John A. Silander, Jr.
|
| Ice Model Calibration using Semi-continuous Spatial Data |
Won Chang, Bledar A. Konomi, Georgios Karagiannis, Yawen Guan, and Murali Haran
|
| Causal inference for time-varying treatments in latent Markov models: An application to the effects of remittances on poverty dynamics |
Federico Tullio and Francesco Bartolucci
|
| Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approach |
Falco J. Bargagli-Stoffi, Kristof De Witte, Giorgio Gnecco
|
| Structured hierarchical models for probabilistic inference from perturbation screening data |
Simon Dirmeier and Niko Beerenwinkel
|
| Network Differential Connectivity Analysis |
Sen Zhao and Ali Shojaie
|
| Estimating Heterogeneous Gene Regulatory Networks from Zero-Inflated Single-Cell Expression Data |
Qiuyu Wu and Xiangyu Luo
|
| Fitting stochastic epidemic models to gene genealogies using linear noise approximation |
Mingwei Tang, Gytis Dudas, Trevor Bedford, and Vladimir N. Minin
|
| Modeling animal movement with directional persistence and attractive points |
Gianluca Mastrantonio
|
| Accounting for survey design in Bayesian disaggregation of survey-based areal estimates of proportions: an application to the American Community Survey |
Marco H. Benedetti, Veronica J. Berrocal, and Roderick J. Little
|
| A Marginal Structural Model for Partial Compliance in SMARTs |
William Jeremy Artman, Ashkan Ertefaie, Kevin G Lynch, James R McKay, and Brent A Johnson
|
| Bayesian Multivariate Sparse Functional Principal Components Analysis with Application to Longitudinal Microbiome Multi-Omics Data |
Lingjing Jiang, Chris Elord, Jane J. Kim, Austin D. Swafford, Rob Knight, and Wesley Thompson
|
| Data-Adaptive Efficient Estimation Strategies for Biomarker Studies Embedded in Randomized Trials |
Wei Zhang, Zhiwei Zhang, James Troendle, Aiyi Liu
|
| An Omnibus Test for Detection of Subgroup Treatment Effects via Data Partitioning |
Yifei Sun, Xuming He, and Jianhua Hu
|
| Assessing treatment effect through compliance score in randomized trials with noncompliance |
Zonghui Hu, Zhiwei Zhang, and Dean Follmann
|
| Spatiotemporal Satellite Data Imputation Using Sparse Functional Data Analysis |
Weicheng Zhu, Zhengyuan Zhu, and Xiongtao Dai
|
| Multilevel time-series models for small area estimation at different frequencies and regional levels |
Harm Jan Boonstra and Jan van den Brakel
|
| How many refugees and migrants died trying to reach Europe? Joint population size and total estimation. |
Alessio Farcomeni
|
| Full Bayesian Inference in Hidden Markov Models of Plant Growth |
Gautier Viaud, Yuting Chen, and Paul-Henry Cournède
|
| Extended Stochastic Block Models with Application to Criminal Networks |
Sirio Legramanti, Tommaso Rigon, Daniele Durante, David B. Dunson
|
| Two-sample tests for multivariate repeated measurements of histogram objects with applications to wearable device data |
Jingru Zhang, Kathleen R Merikangas, Hongzhe Li, and Haochang Shou
|
| Parsimonious Bayesian Factor Analysis for modelling latent structures in spectroscopy data |
Alessandro Casa, Tom O’Callaghan, and Thomas Brendan Murphy
|
| Phylogenetically informed Bayesian truncated copula graphical models for microbial association networks |
Hee Cheol Chung, Irina Gaynanova, and Yang Ni
|
| Causal Inference in the Time of Covid-19 |
Matteo Bonvini, Edward Kennedy, Valerie Ventura, and Larry Wasserman
|
| Bayesian Hierarchical Random-Effects Meta-Analysis and Design of Phase I Clinical Trials |
Ruitao Lin
|
| Estimating functional parameters for understanding the impact of weather and government interventions on COVID‐19 outbreak |
Chih-Li Sung
|
| Clustering and Forecasting Multiple Functional Time Series |
Chen Tang, Han Lin Shang, and Yanrong Yang
|
| Semi-Supervised Non-Parametric Bayesian Modelling of Spatial Proteomics |
Oliver Crook, Kathryn Lilley, Laurent Gatto, and Paul Kirk
|
| Bayesian Data Synthesis and the Utility-Risk Trade-Off for Mixed Epidemiological Data |
Joseph Feldman and Daniel R. Kowal
|
| Hierarchical Bayesian Modeling of Ocean Heat Content and Its Uncertainty |
Samuel Baugh and Karen McKinnon
|
| Bayesian Inference for Brain Activity from Functional Magnetic Resonance Imaging Collected at Two Spatial Resolutions |
Andrew S Whiteman, Andreas J Bartsch, Jian Kang, and Timothy D Johnson
|
| Testing for Differential Abundance in Compositional counts data, with Application to Microbiome Studies |
Barak Brill, Amnon Amir, and Ruth Heller
|
| Mapping Interstellar Dust with Gaussian Processes |
Andrew Miller, Lauren Anderson, Boris Leistedt, John Cunningham, David Hogg, and David Blei
|
| Modelling extremes of spatial aggregates of precipitation using conditional methods |
Jordan Richards, Jonathan A. Tawn, and Simon Brown
|
| A spatial causal analysis of wildland fire-contributed PM2.5 using numerical model output |
Alexandra Elizabeth Larsen, Shu Yang, Brian J Reich, and Ana G Rappold
|
| Dimensions, Power and Factors in an Observational Study of Behavioral Problems after Physical Abuse of Children |
Ting Ye, Dylan Small, and Paul Rosenbaum
|
| Scalar on Network Regression via Boosting |
Emily L Morris, Kevin He, and Jian Kang
|
| Social Distancing and Covid-19: Randomization Inference for a Structured Dose-Response Relationship |
Bo Zhang, Siyu Heng, Ting Ye, and Dylan Small
|
| Multiscale spectral modelling for nonstationary time series within a multiple-trial experiment |
Jonathan Embleton, Marina Knight, and Hernando Ombao
|
| 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 Bi-clustering Methods with Applications in Computational Biology |
Han Yan, Jiexing Wu, Yang Li, and Jun S Liu
|
| 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
|