| Sparse matrix linear models for structured high-throughput data |
Jane W Liang and Saunak Sen
|
| Modelled approximations to the ideal filter with application to GDP and its Components |
Thomas M Trimbur and Tucker McElroy
|
| Subgroup Identification and Variable Selection for Treatment Decision Making |
Baqun Zhang and Min Zhang
|
| Improving Exoplanet Detection Power: Multivariate Gaussian Process Models for Stellar Activity |
David Edward Jones, David C Stenning, Eric B Ford, Robert L Wolpert, Thomas J Loredo, Christian Gilbertson, and Xavier Dumusque
|
| Bounding the local average treatment effect in an instrumental variable analysis of engagement with a mobile intervention |
Andrew Justin Spieker, Robert Greevy, Lyndsay Nelson, and Lindsay Mayberry
|
| A functional-data approach to the Argo data |
Drew Yarger, Stilian Stoev, and Tailen Hsing
|
| Model-based distance embedding with applications to chromosomal conformation biology |
Yuping Zhang, Disheng Mao, and Zhengqing Ouyang
|
| Manifold valued data analysis of samples of networks, with applications in corpus linguistics |
Katie Severn, Ian L. Dryden, and Simon P. Preston
|
| A Bayesian Model of Dose-Response for Cancer Drug Studies |
Wesley Tansey, Christopher Tosh, and David Blei
|
| Inference in Bayesian Additive Vector Autoregressive Tree Models |
Florian Huber and Luca Rossini
|
| A flexible Bayesian framework to estimate age- and cause-specific child mortality over time from sample registration data |
Austin Edward Schumacher, Tyler H McCormick, Jon Wakefield, Yue Chu, Jamie Perin, Francisco Villavicencio, Noah Simon, and Li Liu
|
| BAGEL: A Bayesian Graphical Model for Inferring Drug Effect Longitudinally on Depression in People with HIV |
Yuliang Li, Yang Ni, Leah H. Rubin, Amanda B. Spence, and Yanxun Xu
|
| Robust Causal Inference for Incremental Return on Ad Spend with Randomized Paired Geo Experiments |
Aiyou Chen and Tim Au
|
| Bayesian Nonparametric Multivariate Spatial Mixture Mixed Effects Models with Application to American Community Survey Special Tabulations |
Ryan Janicki, Andrew Raim, Scott H. Holan, and Jerry Maples
|
| Bidimensional Linked Matrix Factorization for Pan-Omics Pan-Cancer Analysis |
Eric F Lock, Jun Young Park, and Katherine A. Hoadley
|
| Multivariate mixed membership modeling: Inferring domain-specific risk profiles |
Massimiliano Russo
|
| Fast inference for time-varying quantiles via flexible dynamic models with application to the characterization of atmospheric rivers |
Raquel Barata, Raquel Prado, and Bruno Sanso
|
| Estimating the effectiveness of permanent price reductions for competing products using multivariate Bayesian structural time series models |
Fiammetta Menchetti and Iavor Bojinov
|
| Bayesian adjustment for preferential testing in estimating infection fatality rates, as motivated by the COVID-19 pandemic |
Harlan Campbell, Perry de Valpine, Lauren Maxwell, Valentijn M.T. de Jong, Thomas P.A. Debray, Thomas Jaenisch, and Paul Gustafson
|
| The assessment of replication success based on relative effect size |
Leonhard Held, Charlotte Micheloud, and Samuel Pawel
|
| Subgroup-Effects Models for the Analysis of Personal Treatment Effects |
Ling Zhou, Shiquan Sun, Haoda Fu, and Peter X.K. Song
|
| Modeling Non-Stationary Temperature Maxima Based on Extremal Dependence Changing with Event Magnitude |
Peng Zhong, Raphael Huser, and Thomas Opitz
|
| Sequential Modeling, Monitoring and Forecasting of Streaming Web Traffic Data |
Kaoru Irie, Christopher Glynn, and Tevfik Aktekin
|
| The role of intrinsic dimension in high-resolution player tracking data – Insights in basketball |
Edgar Santos Fernandez, Francesco Denti, Kerrie Mengersen, and Antonietta Mira
|
| Pre-electoral polls variability: a hierarchical Bayesian model to assess the role of house effects with application to Italian elections |
Domenico De Stefano, Francesco Pauli, and Nicola Torelli
|
| Scalable changepoint and anomaly detection in cross-correlated data with an application to condition monitoring |
Martin Tveten, Idris Eckley, and Paul Fearnhead
|
| Detecting and modeling changes in a time series of proportions |
Thomas J Fisher, Jing Zhang, Stephen Colegate, and Michael J Vanni
|
| Prediction of Hereditary Cancers Using Neural Networks |
Zoe Guan, Giovanni Parmigiani, Danielle Braun, and Lorenzo Trippa
|
| Identifying intergenerational patterns of correlated methylation sites |
Xichen Mou, Hongmei Zhang, and Hasan Arshad
|
| Adaptive design for Gaussian process regression under censoring |
Jialei Chen, Simon Mak, V Roshan Joseph, and Chuck Zhang
|
| Ordinal Probit Functional Outcome Regression with Application to Computer-Use Behavior in Rhesus Monkeys |
Mark J Meyer, Jeffrey S Morris, Regina Paxton Gazes, and Brent A Coull
|
| In-game Win Probabilities for the National Rugby League |
Tianyu Guan, Robert Nguyen, Jiguo Cao, and Tim Swartz
|
| Composite mixture of log-linear models with application to psychiatric studies |
Emanuele Aliverti and David Dunson
|
| Partitioning Around Medoids Clustering and Random Forest Classification for GIS-Informed Imputation of Fluoride Concentration Data |
Yu Gu, John Preisser, Donglin Zeng, Poojan Shrestha, Molina Shah, Miguel Simancas-Pallares, Jeannie Ginnis, and Kimon Divaris
|
| Bayesian mitigation of spatial coarsening for a fairly flexible spatiotemporal Hawkes model |
Andrew James Holbrook, Xiang Ji, and Marc A Suchard
|
| Accounting for drop-out using inverse probability censoring weights in longitudinal clustered data with informative cluster size |
Aya A Mitani, Elizabeth K Kaye, and Kerrie P Nelson
|
| Inhomogeneous spatio-temporal point processes on linear networks for visitors’ stops data |
Nicoletta D’Angelo, Giada Adelfio, Antonino Abbruzzo, and Jorge Mateu
|
| Likelihood-based bacterial identification approach for bimicrobial mass spectrometry data |
So Young Ryu
|
| Batch-sequential design and heteroskedastic surrogate modeling for delta smelt conservation |
Boya Zhang, Robert B. Gramacy, Leah Johnson, Kenneth A. Rose, and Eric Smith
|
| Intensity Estimation on Geometric Networks with Penalized Splines |
Marc Schneble and Göran Kauermann
|
| Sparse Block Signal Detection and Identification for Shared Cross-Trait Association Analysis |
Jianqiao Wang, Wanjie Wang, and Hongzhe Li
|
| Computationally Efficient Bayesian Unit-Level Models for Non-Gaussian Data Under Informative Sampling |
Paul A. Parker, Scott H. Holan, and Ryan Janicki
|
| Approximate Bayesian inference for analysis of spatio-temporal flood frequency data |
Árni V. Jóhannesson, Stefan Siegert, Raphael Huser, Haakon Bakka, and Birgir Hrafnkelsson
|
| Permutation tests under a rotating sampling plan with clustered data |
Jiahua Chen, Yukun Liu, Carolyn Taylor, and James Zidak
|
| Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data |
Oksana A. Chkrebtii, Yury E. Garcia, Marcos A. Capistran, and Daniel E. Noyola
|
| Multi-state capture-recapture models for irregularly sampled data |
Sina Mews, Roland Langrock, Ruth King, and Nicola Quick
|
| Bayesian Inverse Reinforcement Learning for Collective Animal Movement |
Toryn L. J. Schafer, Christopher K. Wikle, and Mevin B. Hooten
|
| A flexible sensitivity analysis approach for unmeasured confounding with multiple treatments and a binary outcome with applications to SEER-Medicare lung cancer data |
Liangyuan Hu, Jungang Zou, Chenyang Gu, Jiayi Ji, Michael Lopez, and Minal Kale
|
| Robust Bayesian Inference for Big Data: Combining Sensor-based Records with Traditional Survey Data |
Ali Rafei, Carol A.C. Flannagan, Brady T West, and Michael Elliott
|
| A sparse negative binomial classifier with covariate adjustment for RNA-seq data |
Tanbin Rahman, Hsin-En Huang, Yujia Li, An-shun Tai, Wen-Ping Hsieh, and George C Tseng
|
| Kernel Machine and Distributed Lag Models for Assessing Windows of Susceptibility to Environmental Mixtures in Children’s Health Studies |
Ander Wilson, Hsiao-Hsien Leon Hsu, Yueh-Hsiu Mathilda Chiu, Robert O Wright, Rosalind J Wright, and Brent A Coull
|
| Contrastive latent variable modeling with application to case-control sequencing experiments |
Andrew Jones, F William Townes, Didong Li, and Barbara E Engelhardt
|
| Detecting Heterogeneous Treatment Effects with Instrumental Variables and Application to the Oregon Health Insurance Experiment |
Michael William Johnson, Jiongyi Cao, and Hyunseung Kang
|
| Statistical Shape Analysis of Brain Arterial Networks (BAN) |
Xiaoyang Guo, Aditi Basu Bal, Tom Needham, and Anuj Srivastava
|
| B-scaling: A Novel Nonparametric Data Fusion Method |
Yiwen Liu, Xiaoxiao Sun, Wenxuan Zhong, and Bing Li
|
| Spatial-Temporal-Textual Point Processes for Crime Linkage Detection |
Shixiang Zhu, Yao Xie
|
| Markov-Modulated Hawkes Processes for Modeling Sporadic and Bursty Event Occurrences in Social Interactions |
Jing Wu, Owen Ward, James Curley, and Tian Zheng
|
| 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
|
| Conditional Functional Clustering for Longitudinal Data with Heterogeneous Nonlinear Patterns |
Tianhao Wang, Lei Yu, Sue E. Leurgans, Robert S. Wilson, David A. Bennett, and Patricia A. Boyle
|
| Impact Evaluation of the LAPD Community Safety Partnership |
Sydney Kahmann, Erin Hartman, Jorja Leap, and P. Jeffrey Brantingham
|
| Higher Criticism for Discriminating Word-Frequency Tables and Authorship Attribution |
Alon Kipnis
|
| 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, 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
|
| Correction to: A Bayesian model of microbiome data for simultaneous identification of covariate associations and prediction of phenotypic outcomes |
Marina Vannucci
|
| 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
|