| Probabilistic Forecasting of the Arctic Sea Ice Edge with Contour Modeling |
Hannah Director, Adrian Raftery, and Cecilia Bitz
|
| A Hermite-Gaussian Based Exoplanet Radial Velocity Estimation Method |
Parker H. Holzer, Jessi Cisewski-Kehe, Debra Fischer, and Lily Zhao
|
| A Continuous-Time Semi-Markov Model for Animal Movement in a Dynamic Environment |
Devin Johnson, Noel Pelland, and Jeremy Sterling
|
| Prediction of the NASH through penalized mixture of logistic regression models |
Marie Morvan, Émilie Devijver, Madison Giacofci, and Valérie Monbet
|
| Inference of Large Modified Poisson-type Graphical Models: Application to RNA-seq Data in Childhood Atopic Asthma Studies |
Rong Zhang, Zhao Ren, Juan C. Celedón, and Wei Chen
|
| Inflection points in community-level homeless rates |
Christopher Glynn, Thomas H. Byrne, and Dennis P. Culhane
|
| A Multivariate Spatio-Temporal Change Point Model of Opioid Overdose Deaths in Ohio |
Staci A Hepler, Lance Waller, and David Kline
|
| Two-way sparsity for time-varying networks, with applications in genomics |
Thomas E Bartlett
|
| Additive Stacking for Disaggregate Electricity Demand Forecasting |
Christian Capezza, Biagio Palumbo, Yannig Goude, Simon N. Wood, and Matteo Fasiolo
|
| Estimating high-resolution Red Sea surface temperature hotspots, using a low-rank semiparametric spatial model |
Arnab Hazra and Raphael Huser
|
| Efficient Bayesian Inference of General Gaussian Models on Large Phylogenetic Trees |
Paul Bastide, Lam Si Tung Ho, Guy Baele, Philippe Lemey, and Marc A Suchard
|
| Tensor-Variate Finite Mixture Modeling for the Analysis of University Professor Remuneration |
Shuchismita Sarkar, Volodymyr Melnykov, and Xuwen Zhu
|
| A Bayesian Semiparametric Jolly-Seber Model with Individual Heterogeneity: An Application to Migratory Mallards at Stopover |
Guohui Wu, Scott Holan, Alexis Avril, and Jonas Waldenström
|
| Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide |
Kyle P Messier and Matthias Katzfuss
|
| A Compositional Model to Assess Expression Changes from Single-Cell RNA-Seq Data |
Xiuyu Ma, Keegan Korthauer, Christina Kendziorski, and Michael A. Newton
|
| Unsupervised streaming anomaly detection for instrumented infrastructure |
Henrique Helfer Hoeltgebaum, Niall Adams, and Din-Houn Lau
|
| 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
|
| Rapid Design of Metamaterials via Multi-target Bayesian Optimization |
Yang Yang, Chunlin Ji, and Ke Deng
|
| Causal Mediation Analysis for Sparse and Irregular Longitudinal Data |
Shuxi Zeng, Stacy Rosenbaum, Susan C. Alberts, Elizabeth A. Archie, and Fan Li
|
| Length-biased semi-competing risks models for cross-sectional data: an application to current duration of pregnancy attempt data |
Alexander McLain, Siyuan Guo, Marie Thoma, and Jiajia Zhang
|
| Two-stage Circular-circular Regression with Zero-inflation: Application to Medical Sciences |
Jayant Jha and Prajamitra Bhuyan
|
| A Statistical Pipeline for Identifying Physical Features that Differentiate Classes of 3D Shapes |
Bruce Wang, Timothy Sudijono, Henry Kirveslahti, Tingran Gao, Douglas M Boyer, Sayan Mukherjee, and Lorin Crawford
|
| Large scale multiple inference of collective dependence with applications to protein function |
Wen Zhou, Zhao Ren, Robert Jernigan, and Kejue Jia
|
| A covariance-enhanced approach to multi-tissue joint eQTL mapping with application to transcriptome-wide association studies |
Aaron J. Molstad, Wei Sun, and Li Hsu
|
| 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
|
| A Bayesian Nonparametric Model for Inferring Subclonal Populations from Structured DNA Sequencing Data |
Shai He, Aaron Schein, Vishal Sarsani, and Patrick Flaherty
|
| Perturbed factor analysis: Accounting for group differences in exposure profiles |
Arkaprava Roy, Isaac Lavine, Amy H Herring, and David B Dunson
|
| 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
|
| A Bridging Model to Reconcile Statistics Based on Data from Multiple Surveys |
Andreea Luisa Erciulescu
|
| 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
|
| Partial-Mastery Cognitive Diagnosis Models |
Zhuoran Shang, Elena A Erosheva, and Gongjun Xu
|
| Simultaneous inference of periods and period-luminosity relations for Mira variable stars |
Shiyuan He, Zhenfeng Lin, Wenlong Yuan, Lucas M. Macri, and Jianhua Z. Huang
|
| 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
|
| 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
|
| Hierarchical Integrated Spatial Process Modeling of Monotone West Antarctic Snow Density Curves |
Philip A White, Durban G Keeler, and Summer Rupper
|
| Sparse matrix linear models for structured high-throughput data |
Jane W Liang and Saunak Sen
|
| Modeling past event feedback through biomarker dynamics in the multi-state event analysis for cardiovascular disease data |
Chuoxin Ma, Hongsheng Dai, and Jianxin Pan
|
| Estrogen receptor expression on breast cancer patients’ survival under shape restricted Cox regression model |
Jing Qin, Geng Deng, Jing Ning, Ao Yuan, Yu Shen
|
| Markov Random Field Models for Vector-Based Representations of Landscapes |
Patrizia Zamberletti, Julien Papaïx, Edith Gabriel, and Thomas Opitz
|
| The Information in Covariate Imbalance in Studies of Hormone Replacement Therapy |
Dylan Small, Ruoqi Yu, and Paul Rosenbaum
|
| 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
|
| Analysing the causal effect of London cycle superhighways on traffic congestion |
Prajamitra Bhuyan, Emma J. McCoy, Haojie Haojie Li, and Daniel J. Graham
|
| Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling |
Trygve Olav Fossum, Cédric Travelletti, Jo Eidsvik, David Ginsbourger, and Kanna Rajan
|
| Aggregated Pairwise Classification of Elastic Planar Shapes |
Min Ho Cho, Sebastian Kurtek, and Steven Neil MacEachern
|
| 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
|
| Spatial voting models in circular spaces |
Xingchen Yu and Abel Rodríguez
|
| Identifying the Recurrence of Sleep Apnea Using a Harmonic Hidden Markov Model |
Beniamino Hadj-Amar, Bärbel Finkenstädt, Mark Fiecas, and Robert Huckstepp
|
| Bayesian Multi-study Factor Analysis for High-throughput Biological Data |
Roberta De Vito, Ruggero Bellio, Lorenzo Trippa, and Giovanni Parmigiani
|
| Markov-Switching State Space Models for Uncovering Musical Interpretation |
Daniel J. McDonald, Michael McBride, Yupeng Gu, and Christopher Raphael
|
| RADIOHEAD: Radiogenomic Analysis Incorporating Tumor Heterogeneity in Imaging Through Densities |
Shariq Mohammed, Karthik Bharath, Sebastian Kurtek, Arvind Rao, and Veerabhadran Baladandayuthapani
|
| Clustering on the torus by conformal prediction |
Sungkyu Jung, Kiho Park, and Byungwon Kim
|
| 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
|
| Bayesian joint modeling of chemical structure and dose response curves |
Kelly R. Moran, David Dunson, Matthew W. Wheeler, and Amy H. Herring
|
| Orthogonal Subsampling for Big Data Linear Regression |
Lin Wang
|
| Modelled approximations to the ideal filter with application to GDP and its Components |
Thomas M Trimbur and Tucker McElroy
|
| Predicting competitions by combining conditional logistic regression and subjective Bayes: An Academy Awards case study |
Christopher T Franck and Christopher E Wilson
|
| Qini-Based Uplift Regression |
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, and Vahid Partovi Nia
|
| Simultaneous Non-Gaussian Component Analysis (SING) for Data Integration in Neuroimaging |
Benjamin B Risk and Irina Gaynanova
|
| 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
|
| Subgroup Identification and Variable Selection for Treatment Decision Making |
Baqun Zhang and Min Zhang
|
| 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
|
| Pan-disease clustering analysis of the trend of period prevalence |
Sneha Jadhav, Chenjin Ma, Yefei Jiang, Benchang Shia, and Shuangge Ma
|
| 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
|