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Nonparametric Multi-level Clustering of Human Epilepsy Seizures

Drausin Wulsin, Shane T. Jensen, and Brian Litt

Shrinkage of dispersion parameters in the binomial family, with application to differential exon skipping

Sean Ruddy, Marla Johnson, and Elizabeth Purdom

Fiber Direction Estimation in Diffusion MRI

Raymond Wong, Thomas C M Lee, Debashis Paul, and Jie Peng

Scanning a Poisson Random Field for Local Signals

Nancy Ruonan Zhang, Benjamin Yakir, Charlie Xia Li, and David Siegmund

Coauthorship and citation networks for statisticians

Jiashun Jin and Pengsheng Ji

A Statistical Modeling Approach for Air Quality Data Based on Physical Dispersion Processes and Its Application to Ozone Modeling

Xiao Liu, Kyongmin Yeo, Youngdeok Hwang, Jitendra Singh, and Jayant Kalagnanam

Assessing the Casual Effects of Financial Aids to Firms in Tuscany Allowing for Interference

Bruno Arpino and Alessandra Mattei

Deconvolution of Base Pair Level RNA-Seq Read Counts for Quantification of Transcript Expression Levels

Yu Zhu and Han Wu

Gene-Proximity Models for Genome-wide Association Studies

Ian Johnston, Timothy Hancock, Hiroshi Mamitsuka, and Luis Carvalho

Predictive modeling of cholera outbreaks in Bangladesh

Amanda A. Koepke, Ira M. Longini, M. Elizabeth Halloran, Jon Wakefield, and Vladimir Minin

A Bayesian Graphical Model for Genome-wide Association Studies (GWAS)

Laurent Briollais, Adrian Dobra, Jinnan Liu, Hilmi Ozcelik, and Helene Massam

Compared to What? Variation in the Impacts of Early Childhood Education by Alternative Care-Type Settings

Avi Feller, Todd Grindal, Luke Miratrix, and Lindsay Page

Feature screening for time-varying coefficient models with ultra-high dimensional longitudinal data

Matthew Logan Reimherr, Runze Li, and Wanghuan Chu

Understanding Resident Mobility in Milan Through Independent Component Analysis of Telecom Italia Mobile Usage Data

Paolo Zanini, Haipeng Shen, and Young Truong

Multilevel Modeling of Insurance Claims Using Copulas

Peng Shi, Xiaoping Feng, and Jean-Philippe Boucher

Estimating cellular pathways from an ensemble of heterogeneous data sources

Alexander M. Franks, Florian Markowetz, and Edoardo M. Airoldi

Level-screening designs for factors with many levels in drug discovery

Philip James Brown and Martin Ridout

A Bayesian Hierarchical Spatial Model for Dental Caries Assessment Using Non-gaussian Markov Random Fields

Ying Yuan, Ick Hoon Jin, and Dipankar Bandyopadhyay

A Bayesian approach to the semi-parametric estimation of a MIC distribution

Stijn Jaspers, Philippe Lambert, and Marc Aerts

Unmixing Rasch scales: How to score an educational test

Maria Bolsinova, Gunter Maris, and Herbert Hoijtink

Robust hyperparameter estimation protects against hypervariable genes and improves power to detect differential expression

Belinda Phipson, Stanley Lee, Ian J Majewski, Warren S Alexander, and Gordon K Smyth

What we look at in paintings: A comparison between experienced and inexperienced art viewers

Anna-Kaisa Ylitalo, Aila Särkkä, and Peter Guttorp

Correction to "Bayesian structured additive distributional regression with an application to regional income inequality in Germany"

Nadja Klein, Thomas Kneib, Stefan Lang, and Alexander Sohn

Clustering Chlorophyll-a satellite data using quantiles

Carlo Gaetan, Paolo Girardi, Roberto Pastres, and Antoine Mangin

Asymmetric Conditional Correlations in Stock Returns

Hui Jiang, Patrick Saart, and Yingcun Xia

Categorical Data Fusion Using Auxiliary Information

Bailey K Fosdick, Maria DeYoreo, and Jerome P Reiter

A Spatio-Temporal Nonparametric Bayesian Model of Multi-Subject fMRI Data

Linlin Zhang, Michele Guindani, Francesco Versace, Jeffrey Engelmann, and Marina Vannucci

Pseudo-value approach for conditional quantile residual lifetime analysis for clustered survival and competing risks data with applications to bone marrow transplant data

Kwang Woo Ahn

Regression Analysis for Microbiome Compositional Data

Pixu Shi, Anru Zhang, and Hongzhe Li

Latent Spatial Models and Sampling Design for Landscape Genetics

Ephraim Hanks, Mevin B Hooten, Steven Knick, Sara Oyler-McCance, Jennifer Fike, Todd Cross, and Michael Schwartz

An imputation approach for handling mixed-mode surveys

Seunghwan Park, Jae-kwang Kim, and Sangun Park

Non-separable Dynamic Nearest-Neighbor Gaussian Process Models for Spatio-Temporal Data With an Application to Particulate Matter Analysis

Abhirup Datta, Sudipto Banerjee, Andrew Oliver Finley, Nicholas A Hamm, and Martijn Schaap

How Strong is Strong Enough? Strengthening Instruments Through Matching and Weak Instrument Tests

Luke Keele and Jason Morgan

Detecting Abrupt Changes in the Spectra of High-Energy Astrophysical Sources

Raymond K W Wong, Vinay L Kashyap, Thomas C M Lee, and David A van Dyk

Parallel Partial Gaussian Process Emulation for Computer Models with Massive Output

Mengyang Gu and James O. Berger

Discussion of "Fiber Direction Estimation in Diffusion MRI"

Armin Schwartzman

Discussion of "Fiber Direction Estimation in Diffusion MRI"

Nicole A Lazar

Discussion of "Fiber Direction Estimation in Diffusion MRI"

Jian Kang and Lexin Li

A Hierarchical Framework for State-Space Matrix Inference and Clustering

Chandler Zuo, Kailei Chen, Kyle J. Hewitt, Emery H. Bresnick, and Sunduz Keles

Detection of Epigenomic Network Community Oncomarkers

Thomas E Bartlett and Alexey Zaikin

Sparse Median Graphs Estimation in a High Dimensional Semiparametric Model

Fang Han, Xiaoyan Han, Han Liu, and Brian Caffo

Quantifying the spatial inequality and temporal trends in maternal smoking rates in Glasgow

Duncan Paul Lee and Andrew Lawson

Using Scheffe Projections for Multiple Outcomes in an Observational Study of Smoking and Periodontal Disease

Paul R Rosenbaum

Functional Covariate-Adjusted Partial Area Under the Specificity-ROC Curve With an Application to Metabolic Syndrome Diagnosis

Vanda Inacio de Carvalho, Miguel de Carvalho, Todd Alonzo, and Wenceslao González-Manteiga

Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity

Julyan Arbel, Kerrie Mengersen, and Judith Rousseau

Rejoinder: "Fiber direction estimation, smoothing and tracking in diffusion MRI"

Raymond K W Wong, Thomas C M Lee, Debashis Paul, and Jie Peng

Bayesian data fusion approaches to predicting spatial tracks: Application to marine mammals

Yang Liu, James V Zidek, Andrew W Trites, and Brian C Battaile

Investigating differences in brain functional networks using hierarchical covariate-adjusted independent component analysis

Ran Shi and Ying Guo

Linking lung airway structure to pulmonary function via composite bridge regression

Kun Chen, Eric Hoffman, Indu Seetharaman, Feiran Jiao, Ching-Long Lin, and Kung-Sik Chan

A Bayesian predictive model for imaging genetics with application to schizophrenia

Thierry Chekouo, Francesco Claudio Stingo, Michele Guindani, and Kim-Anh Do

Open models for removal data

Eleni Matechou, Rachel S. McCrea, Byron J. T. Morgan, Darryn J Nash, and Richard A. Griffiths

Spatio-temporal assimilation of modelled catchment loads with monitoring data in the Great Barrier Reef

Daniel W. Gladish, Petra M. Kuhnert, Daniel E. Pagendam, Christopher K. Wikle, Rebecca Bartley, Ross D. Searle, Robin J. Ellis, Cameron Dougall, Ryan Turner, Stephen E. Lewis, Zoe T. Bainbridge, and Jon E. Brodie

Assessing differences in legislators' revealed preferences: A case study on the 107th U.S. Senate

Chelsea Loomis Lofland, Abel Rodriguez, and Scott Moser

Molecular QTL discovery incorporating genomic annotations using Bayesian false discovery rate control

Xiaoquan Wen

Mortality and life expectancy forecasting for a group of populations in developed countries: A multilevel functional data method

Han Lin Shang

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