| The ASA President’s Task Force Statement on Statistical Significance and Replicability |
Yoav Benjamini, Richard D. De Veaux, Bradley Efron, Scott Evans, Mark Glickman, Barry I. Graubard, Xuming He, Xiao-Li Meng, Nancy Reid, Stephen M. Stigler, Stephen B. Vardeman, Christopher K. Wikle, Tommy Wright, Linda J. Young, and Karen Kafadar
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| Editorial: Statistical Significance, P-Values, and Replicability |
Karen Kafadar
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| A Hermite-Gaussian Based Exoplanet Radial Velocity Estimation Method |
Parker H. Holzer, Jessi Cisewski-Kehe, Debra Fischer, and Lily Zhao
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| A Continuous-Time Semi-Markov Model for Animal Movement in a Dynamic Environment |
Devin Johnson, Noel Pelland, and Jeremy Sterling
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| A Multivariate Spatio-Temporal Change Point Model of Opioid Overdose Deaths in Ohio |
Staci A Hepler, Lance Waller, and David Kline
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| Unsupervised streaming anomaly detection for instrumented infrastructure |
Henrique Helfer Hoeltgebaum, Niall Adams, and Din-Houn Lau
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| Function-on-Function Regression for the Identification of Epigenetic Regions Exhibiting Windows of Susceptibility to Environmental Exposures |
Michele Zemplenyi, Mark J. Meyer, Andres Cardenas, Marie-France Hivert, Sheryl L. Rifas-Shiman, Heike Gibson, Itai Kloog, Joel Schwartz, Emily Oken, Dawn L. DeMeo, Diane R. Gold, and Brent A. Coull
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| Two-stage Circular-circular Regression with Zero-inflation: Application to Medical Sciences |
Jayant Jha and Prajamitra Bhuyan
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| Joint and individual analysis of breast cancer histologic images and genomic covariates |
Iain Carmichael, Benjamin C. Calhoun, Katherine A. Hoadley, Melissa A. Troester, Joseph Geradts, Heather D Couture, Linnea Olsson, Charles M. Perou, Marc Niethammer, Jan Hannig, and J.S. Marron
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| Perturbed factor analysis: Accounting for group differences in exposure profiles |
Arkaprava Roy, Isaac Lavine, Amy H Herring, and David B Dunson
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| Global estimation and scenario-based projections of sex ratio at birth and missing female births using a Bayesian hierarchical time series mixture model |
Fengqing Chao, Patrick Gerland, Alex R. Cook, and Leontine Alkema
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| Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous versus interval medical abortion regimens over gestation |
Jennifer E Starling, Jared S Murray, Patricia A Lohr, Abigail RA Aiken, Carlos M Carvalho, and James G Scott
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| Partial-Mastery Cognitive Diagnosis Models |
Zhuoran Shang, Elena A Erosheva, and Gongjun Xu
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| A Bayesian Nonparametric Approach to Super-Resolution Single-Molecule Localization |
Mariano Ignacio Gabitto, Herve Marie-Nelly, Ari Pakman, Andras Pataki, Xavier Darzacq, and Michael Jordan
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| Zero-inflated quantile rank-score based test (ZIQRank) with application to scRNA-seq differential gene expression analysis |
Wodan Ling, Wenfei Zhang, Bin Cheng, and Ying Wei
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| Sparse matrix linear models for structured high-throughput data |
Jane W Liang and Saunak Sen
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| Modeling past event feedback through biomarker dynamics in the multi-state event analysis for cardiovascular disease data |
Chuoxin Ma, Hongsheng Dai, and Jianxin Pan
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| Estrogen receptor expression on breast cancer patients’ survival under shape restricted Cox regression model |
Jing Qin, Geng Deng, Jing Ning, Ao Yuan, Yu Shen
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| Markov Random Field Models for Vector-Based Representations of Landscapes |
Patrizia Zamberletti, Julien Papaïx, Edith Gabriel, and Thomas Opitz
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| The Information in Covariate Imbalance in Studies of Hormone Replacement Therapy |
Dylan Small, Ruoqi Yu, and Paul Rosenbaum
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| Information content of high-order associations of the human gut microbiota network |
Weston D Viles, Juliette C Madan, Hongzhe Li, Margaret R Karagas, and Anne G Hoen
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| Analysing the causal effect of London cycle superhighways on traffic congestion |
Prajamitra Bhuyan, Emma J. McCoy, Haojie Haojie Li, and Daniel J. Graham
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| Assessing Selection Bias in Regression Coefficients Estimated from Non-Probability Samples, with Applications to Genetics and Demographic Surveys |
Brady Thomas West, Roderick J. A. Little, Rebecca R. Andridge, Philip S. Boonstra, Erin B. Ware, Anita Pandit, and Fernanda Alvarado-Leiton
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| Spatial voting models in circular spaces |
Xingchen Yu and Abel Rodríguez
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| Identifying the Recurrence of Sleep Apnea Using a Harmonic Hidden Markov Model |
Beniamino Hadj-Amar, Bärbel Finkenstädt, Mark Fiecas, and Robert Huckstepp
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| Bayesian Multi-study Factor Analysis for High-throughput Biological Data |
Roberta De Vito, Ruggero Bellio, Lorenzo Trippa, and Giovanni Parmigiani
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| Markov-Switching State Space Models for Uncovering Musical Interpretation |
Daniel J. McDonald, Michael McBride, Yupeng Gu, and Christopher Raphael
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| RADIOHEAD: Radiogenomic Analysis Incorporating Tumor Heterogeneity in Imaging Through Densities |
Shariq Mohammed, Karthik Bharath, Sebastian Kurtek, Arvind Rao, and Veerabhadran Baladandayuthapani
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| Clustering on the torus by conformal prediction |
Sungkyu Jung, Kiho Park, and Byungwon Kim
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| Assessing the Reliability of Wind Power Operations under a Changing Climate with a Non-Gaussian Bias Correction |
Jiachen Zhang, Paola Crippa, Marc Genton, and Stefano Castruccio
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| Bayesian joint modeling of chemical structure and dose response curves |
Kelly R. Moran, David Dunson, Matthew W. Wheeler, and Amy H. Herring
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| Orthogonal Subsampling for Big Data Linear Regression |
Lin Wang
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| Modelled approximations to the ideal filter with application to GDP and its Components |
Thomas M Trimbur and Tucker McElroy
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| Predicting competitions by combining conditional logistic regression and subjective Bayes: An Academy Awards case study |
Christopher T Franck and Christopher E Wilson
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| Qini-Based Uplift Regression |
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, and Vahid Partovi Nia
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| Simultaneous Non-Gaussian Component Analysis (SING) for Data Integration in Neuroimaging |
Benjamin B Risk and Irina Gaynanova
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| Mediation analysis for associations of categorical variables: The role of education in social class mobility in Britain |
Jouni Kuha, Erzsebet Bukodi, and John H Goldthorpe
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| Subgroup Identification and Variable Selection for Treatment Decision Making |
Baqun Zhang and Min Zhang
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| Bridging randomized controlled trials and single-arm trials using commensurate priors in arm-based network meta-analysis |
Zhenxun Wang, Lifeng Lin, Thomas Murray, James S. Hodges, and Haitao Chu
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| Pan-disease clustering analysis of the trend of period prevalence |
Sneha Jadhav, Chenjin Ma, Yefei Jiang, Benchang Shia, and Shuangge Ma
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| 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
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| Estimating animal utilization distributions from multiple data types: a joint spatio-temporal point process framework |
Joe Watson, Ruth Joy, Dominic Tollit, Sheila J Thornton, and Marie Auger-Méthé
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| Diagnosis-Group-Specific Transitional Care Program Recommendations for Thirty-Day Rehospitalization Reduction |
Menggang Yu, Chensheng Kuang, Jared Davis Huling, and Maureen A. Smith
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| Space-time smoothing models for sub-national measles routine immunization coverage estimation with complex survey data |
Tracy Qi Dong and Jon Wakefield
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| Tensor Quantile Regression with Application to Association Between Neuroimages and Human Intelligence |
Cai Li and Heping Zhang
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| 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
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| A functional-data approach to the Argo data |
Drew Yarger, Stilian Stoev, and Tailen Hsing
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| Inferring food intake from multiple biomarkers using a latent variable model |
Silvia D’Angelo, Lorraine Brennan, and Isobel Claire Gormley
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| Model-based distance embedding with applications to chromosomal conformation biology |
Yuping Zhang, Disheng Mao, and Zhengqing Ouyang
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| Manifold valued data analysis of samples of networks, with applications in corpus linguistics |
Katie Severn, Ian L. Dryden, and Simon P. Preston
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| A Deep Learning Semiparametric Regression For Adjusting Complex Confounding Structure |
Xinlei Mi, Patrick Tighe, Fei Zou, and Baiming Zou
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| Extending Models Via Gradient Boosting: An Application to Mendelian Models |
Theodore Huang, Gregory Idos, Christine Hong, Stephen Gruber, Giovanni Parmigiani, and Danielle Braun
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| Modeling the Social Media Relationships of Irish Politicians Using a Generalized Latent Space Stochastic Blockmodel |
Tin Lok James Ng, Thomas Brendan Murphy, Ted Westling, Tyler H. McCormick, and Bailey Fosdick
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| Uncertainty Quantification of a Computer Model for Binary Black Hole Formation |
Luyao Lin, Derek Bingham, Floor Broekgaarden, and Ilya Mandel
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| A Bayesian Model of Dose-Response for Cancer Drug Studies |
Wesley Tansey, Christopher Tosh, and David Blei
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| Integrating geostatistical maps and infectious disease transmission models using adaptive multiple importance sampling |
Renata Retkute, Panayiota Touloupou, Maria-Gloria Basanez, Deirdre T Hollingsworth, and Simon EF Spencer
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| Stabilizing Variable Selection and Regression |
Niklas Pfister, Evan Williams, Jonas Peters, Ruedi Aebersold, and Peter Bühlmann
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| Inference in Bayesian Additive Vector Autoregressive Tree Models |
Florian Huber and Luca Rossini
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| 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
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| Nonparametric Importance Sampling for Wind Turbine Reliability Analysis with Stochastic Computer Models |
Shuoran Li, Young Myoung Ko, and Eunshin Byon
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| VCSEL: Prioritizing SNP-Set by Penalized Variance Component Selection |
Juhyun Kim, Judong Shen, Anran Wang, Devan V Mehrotra, Seyoon Ko, Jin J Zhou, and Hua Zhou
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| 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
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| Robust Causal Inference for Incremental Return on Ad Spend with Randomized Paired Geo Experiments |
Aiyou Chen and Tim Au
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| 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
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| Bidimensional Linked Matrix Factorization for Pan-Omics Pan-Cancer Analysis |
Eric F Lock, Jun Young Park, and Katherine A. Hoadley
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| Multivariate mixed membership modeling: Inferring domain-specific risk profiles |
Massimiliano Russo
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| 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
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| Estimating the effectiveness of permanent price reductions for competing products using multivariate Bayesian structural time series models |
Fiammetta Menchetti and Iavor Bojinov
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| 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
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| The assessment of replication success based on relative effect size |
Leonhard Held, Charlotte Micheloud, and Samuel Pawel
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| Subgroup-Effects Models for the Analysis of Personal Treatment Effects |
Ling Zhou, Shiquan Sun, Haoda Fu, and Peter X.K. Song
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| Modeling Non-Stationary Temperature Maxima Based on Extremal Dependence Changing with Event Magnitude |
Peng Zhong, Raphael Huser, and Thomas Opitz
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| Sequential Modeling, Monitoring and Forecasting of Streaming Web Traffic Data |
Kaoru Irie, Christopher Glynn, and Tevfik Aktekin
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| The role of intrinsic dimension in high-resolution player tracking data – Insights in basketball |
Edgar Santos Fernandez, Francesco Denti, Kerrie Mengersen, and Antonietta Mira
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| 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
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| Scalable changepoint and anomaly detection in cross-correlated data with an application to condition monitoring |
Martin Tveten, Idris Eckley, and Paul Fearnhead
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| Detecting and modeling changes in a time series of proportions |
Thomas J Fisher, Jing Zhang, Stephen Colegate, and Michael J Vanni
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| Prediction of Hereditary Cancers Using Neural Networks |
Zoe Guan, Giovanni Parmigiani, Danielle Braun, and Lorenzo Trippa
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| Identifying intergenerational patterns of correlated methylation sites |
Xichen Mou, Hongmei Zhang, and Hasan Arshad
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| Adaptive design for Gaussian process regression under censoring |
Jialei Chen, Simon Mak, V Roshan Joseph, and Chuck Zhang
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| 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
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| In-game Win Probabilities for the National Rugby League |
Tianyu Guan, Robert Nguyen, Jiguo Cao, and Tim Swartz
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| Composite mixture of log-linear models with application to psychiatric studies |
Emanuele Aliverti and David Dunson
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| 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
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| Bayesian mitigation of spatial coarsening for a fairly flexible spatiotemporal Hawkes model |
Andrew James Holbrook, Xiang Ji, and Marc A Suchard
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| 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
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| Inhomogeneous spatio-temporal point processes on linear networks for visitors’ stops data |
Nicoletta D’Angelo, Giada Adelfio, Antonino Abbruzzo, and Jorge Mateu
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| Likelihood-based bacterial identification approach for bimicrobial mass spectrometry data |
So Young Ryu
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| Batch-sequential design and heteroskedastic surrogate modeling for delta smelt conservation |
Boya Zhang, Robert B. Gramacy, Leah Johnson, Kenneth A. Rose, and Eric Smith
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| Intensity Estimation on Geometric Networks with Penalized Splines |
Marc Schneble and Göran Kauermann
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