Approximate Null Distribution of the Largest Root in Multivariate Analysis
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Iain M. Johnstone
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DISCO Analysis: A Nonparametric Extension of Analysis of Variance |
Maria L Rizzo and Gabor J Szekely
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Nonparametric Bayesian multiple testing for longitudinal performance stratification |
James G Scott
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Use of Multiple Singular Value Decompositions to Analyze Complex Intracellular Calcium Ion Signals |
Josue G. Martinez, Jianhua Z. Huang, Robert C. Burghardt, Rola Barhoumi, and Raymond James Carroll
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Structured Variable Selection and Estimation |
Ming Yuan, Roshan Joseph, and Hui Zou
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Workload Forecasting for a Call Center: Methodology and a Case Study |
Sivan Aldor-Noiman, Paul David Feigin, and Avishai Mandelbaum
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An Outlier Map for Support Vector Machine Classification |
Michiel Debruyne
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Detecting and handling outlying trajectories in irregularly sampled functional datasets |
Daniel Gervini
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Profiling Time Course Expression of Virus Genes-An Illustration of Bayesian Inference under Shape Restrictions |
Li-Chu Chien, I-Shou Chang, Pramod K. Gupta, Chi-Chung Wen, Yuh-Jenn Wu, Shih Sheng Jiang, and Chao Agnes Hsiung
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Incompatibility of Trends in Multi-Year Estimates from the American Community Survey |
Tucker Sprague McElroy
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Improving the precision of classification trees |
Wei-Yin Loh
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An integrative analysis of cancer gene expression studies using Baysian latent factor modeling |
Daniel Merl, Julia Ling-Yu Chen, Jen-Tsan Chi, and Mike West
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Inference on low-rank data matrices with applications to microarray data |
Xuming He and Xingdong Feng
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A Principal Component Analysis for Trees |
Burcu Aydin, Gabor Pataki, Haonan Wang, Elizabeth Bullitt, and J. S. Marron
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A Branching Process Model for Flow Cytometry and Budding Index Measurements in Cell Synchrony Experiments |
David A. Orlando, Edwin S. Iversen, Jr, Alexander J. Hartemink, and Steven B. Haase
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Discovering Influential Variables: A Method of Partitions |
Herman Chernoff, Shaw-Hwa Lo, and Tian Zheng
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A Bayesian Analysis of Hierarchical Mixtures with Application to Clustering Fingerprints |
Sarat C Dass
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Smoothed ANOVA with spatial effects as a competitor to MCAR in multivariate spatial smoothing |
Yufen Zhang, James S. Hodges, and Sudipto Banerjee
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Bayesian inference and model choice in a hidden stochastic two-compartment model of hematopoietic stem cell fate decisions |
Youyi Fong, Peter Guttorp, and Janis Abkowitz
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Using Epidemic Prevalence Data to Jointly Estimate Reproduction and Removal |
Jan van den Broek and Hiroshi Nishiura
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The Utility of Reliability and Survival |
Nozer D. Singpurwalla
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Functional Data Analytic Approach of Modeling ECG T-wave shape to Measure Cardiovascular Behavior |
Yingchun Zhou and Nell Sedransk
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Assessing Uncertainty in the Indian Trust Fund |
Edward Mulrow, Hee-Choon Shin, and Fritz Scheuren
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Semi-parametric dynamic time series modelling with applications to detecting neural dynamics |
Fabio Rigat and Jim Q. Smith
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An Empirical Bayes Mixture Method For False Discovery Rate and Effect Size Estimation |
Omkar Muralidharan
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Feature selection in "omics" prediction problems using cat scores and false non-discovery rate control |
Miika Ahdesmäki and Korbinian Strimmer
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A latent factor model for spatial data with informative missingness |
Brian James Reich and Dipankar Bandyopadhyay
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Variable Selection and Updating In Model-Based Discriminant Analysis for High Dimensional Data with Food Authenticity Applications |
Thomas Brendan Murphy, Nema Dean, and Adrian E. Raftery
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Nonparametric Inference Procedure for Percentiles of the Random Effects Distribution in Meta Analysis |
Rui Wang, Lu Tian, Tianxi Cai, and L.J. Wei
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A Spectral Graph Approach to Discovering Genetic Ancestry |
Ann B. Lee, Diana Luca, and Kathryn Roeder
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Hidden Markov Models for Alcoholism Treatment Trial Data |
Kenneth E Shirley, Dylan Small, Kevin Lynch, Stephen Maisto, and David Oslin
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A Multivariate Adaptive Stochastic Search Method for Dimensionality Reduction in Classification |
Tian Tian, Gareth James, and Rand Wilcox
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BART: Bayesian Additive Regression Trees |
Hugh A. Chipman, Edward I. George, and Robert E, McCulloch
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Sequential Monte Carlo Pricing of American Style Options Under Stochastic Volatility Models |
Bhojnarine R Rambharat and Anthony E Brockwell
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Downscaling Extremes: A Comparison of Extreme Value Distributions in Point-Source and Gridded Precipitation Data |
Elizabeth C. Mannshardt-Shamseldin, Richard L. Smith, Stephan R. Sain, Linda O. Mearns, and Daniel Cooley
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Causal Graphical Models in Systems Genetics: a unifed framework for joint inference of causal network and genetic architecture for correlated phenotypes |
Elias Chaibub Neto, Mark P Keller, Alan D Attie, and Brian S Yandell
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AN MDL Approach to the Climate Segmentation Problem |
QiQi Lu, Robert Lund, and Thomas C. M. Lee
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Estimation of Constant and Time-Varying Dynamic Parameters of HIV Infection in a Nonlinear Differential Equation Model |
Hua Liang, Hongyu Miao, and Hulin Wu
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Deriving Chemosensitivity from Cell Lines: Forensic Bioinformatics and Reproducible Research in High-Throughput Biology |
Keith Baggerly and Kevin Coombes
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Model misspecification in peaks over threshold analysis |
Maria Suveges and Anthony C. Davison
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Mean Annual Precipitation Per Day of Three Latitude Bands of the Glove: A Change-point Analysis |
Stergios B. Fotopoulos, Venkata K. Jandhyala, and Elena Khapalova
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Changing approaches of prosecutors towards juvenile repeated sex-offenders: A Bayesian evaluation |
Dipankar Bandyopadhyay, Debajyoti Sinha, Stuart Lipsitz, and Elizabeth Letourneau
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A Dirichlet Process Mixture of Hidden Markov Models for Protein Structure Prediction |
Kristin Patricia Lennox, David B Dahl, Marina Vannucci, Ryan Day, and Jerry W Tsai
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Statistical Inference of Transmission Fidelity of DNA Methylation Patterns Over Somatic Cell Divisions in Mammals |
Audrey Qiuyan Fu, Diane P. Genereux, Reinhard Stoeger, Charles D. Laird, and Matthew Stephens
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A geometric interpretation of the permutation p-value and its application in eQTL studies |
Wei Sun and Fred A Wright
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Likelihood Inference for Particle Location in Fluorescence Microscopy |
John Hughes, John Fricks, and William Hancock
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Bayesian Meta-Analysis for Identifying Periodically Expressed Genes in Fission Yeast Cell Cycle |
Xiaodan Fan, Saumyadipta Pyne, and Jun S Liu
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Building a Model for Scoring 20 or More Runs in a Baseball Game |
Michael R. Huber and Rodney X. Sturdivant
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Feature Selection Guided by Structural Information |
Martin Slawski, Wolfgang zu Castell, and Gerhard Tutz
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A Bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data |
Yuriy Mishchencko, Joshua Vogelstein, and Liam Paninski
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High throughput data analysis in behavioral genetics |
Anat Sakov, Yoav Benjamini, Ilan Golani, and Dina Lipkind
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A time series approach to estimate discontinuities due to a survey redesign |
Jan van den Brakel
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A Flexible Regression Model for Count Data |
Kimberly F Sellers asnd Galit Shmueli
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Density estimation for grouped data with application to line transect sampling |
Woncheol Jang and Ji Meng Loh
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Brownian Distance Covariance |
Gabor J Szekely and Maria L Rizzo
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Transposable Regularized Covariance Models with an Application to Missing Data Imputation |
Genevera I Allen and Robert Tibshirani
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The sensitivity of linear regression coefficients' confidence limits to the omission of a confounder |
Ben B Hansen, Carrie A Hosman, and Paul W Holland
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A nested mixture model for protein identification using mass spectrometry |
Qunhua Li, Michael MacCoss, and Matthew Stephens
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Assessing the protection provided by misclassification-based disclosure limitation methods for survey microdata |
Chris Skinner and Natalie Shlomo
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Modeling Hourly Ozone Concentration Fields |
Yiping Dou, Nhu D Le, and James V Zidek
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Backward Estimation of Stochastic Processes with Failure Events As Time Origins |
Kwun Chuen Gary Chan and Mei-Cheng Wang
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Approaches for Multi-step Density Forecasts with Application to Aggregated Wind Power |
Ada Lau and Patrick McSharry
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Bayesian Model Search and Multilevel Inference for SNP Association Studies |
Melanie A Wilson, Edwin S Iversen, Merlise A Clyde, Scott C Schmidler, and Joellen M Schildkraut
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A general statistical framework for dissecting parent-of-origin effects underlying endosperm traits in flowering plants |
Gengxin Li and Yuehua Cui
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Optimal Designs for Random Effect Models with Correlated Errors with Applications in Population Pharmacokinetics |
Holger Dette, Andrey Pepelyshev, and Tim Holland-Letz
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A Smoothing Approach for Data Masking |
Yijie Zhou, Francesca Dominici, and Thomas A. Louis
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Prediction based classification for longitudinal biomarkers |
Andrea Sarah Foulkes, Livio Azzoni, Xiaohong Li, Margaret Johnson, Colette Smith, Karam Mounzer, and Luis Montaner
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Intoducing the Discussion Paper by Székely and Rizzo |
Michael A. Newton
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Sparse Principal Components Analysis for Binary Data |
Seokho Lee, Jianhua Z. Huang, and Jianhua Hu
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Estimating the Homeless Population in Los Angeles: An Application of Cost-Sensitive Stochastic Gradient Boosting |
Brian Kriegler and Richard Berk
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Age- and Time-Varying Proportional Hazards Models for Employment Discrimination |
George Woodworth and Joseph B. Kadane
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Poisson point process models solve the "pseudo-absence problem" for presence-only data in ecology |
David I Warton and Leah C Shepherd
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Variable Selection and Regression Analysis for Covariates with a Graphical Structure |
Hongzhe Li
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Accounting for Choice of Measurement Scale in Extreme Value Modeling |
Jennifer Wadsworth, Jonathan Tawn, and Philip Jonathan
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Detection of Radioactive Material Entering National Ports: a Bayesian Approach to Radiation Portal Data |
Siddhartha Dalal and Bing Han
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Understanding Species Abundance over Large Landscapes through Latent Local Spatial Modeling |
Avishek Chakraborty, Alan E. Gelfand, Adam Wilson, Andrew Latimer, and John A. Silander, Jr.
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Bayesian inference for the double Pareto lognormal distribution with applications |
Pepa Ramirez Cobo, Rosa E. Lillo Rodriguez, Simon Wilson, and Michael Wiper
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Topological inference for EEG and MEG data |
James M. Kilner and Karl J. Friston
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Special Section on Network Modeling * |
*Modeling Networks from Sampled Data |
Mark Stephen Handcock and Krista Jennifer Gile
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*Analysis of Correlations Among Size, Rate, and Duration in Internet Flows |
Cheolwoo Park, Felix Hernández-Campos, James Steve Marron, Kevin Jeffay, and F. Donelson Smith
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*Regularized Multivariate Regression for Identifying Master Predictors with Application to Integrative Genomics Study of Breast Cancer |
Jie Peng, Ji Zhu, Anna Bergamaschi, Wonshik Han, Dong-Young Noh, Jonathan Pollack, and Pei Wang
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*Optimal Experiment Design in a Filtering Context with Application to Sampled Network Data |
Harsh Singhal and George Michailidis
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*Estimating Time-Varying Networks |
Mladen Kolar, Le Song, Amr Ahmed, and Eric P. Xing
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*Hierarchical Relational Models for Document Networks |
Jonathan Chang and David M. Blei
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*E-Loyalty Networks in Online Auctions |
Wolfgang Jank and Inbal Yahav
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*A State-Space Mixed Membership Blockmodel for Dynamic Network Tomography |
Eric Xing, Wenjie Fu, and Le Song
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*Maximum Likelihood Estimation for Social Network Dynamics |
Tom A.B. Snijders, Johan Koskinen, and Michael Schweinberger
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*Empirical Stationary Correlations for Semi-Supervised Learning on Graphs |
Ya Xu, Justin S. Dyer, and Art B. Owen
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*Ranking Relations Using Analogies in Biological and Information Networks |
Ricardo Silva, Katherine Heller, Zoubin Ghahramani, and Edoardo Airoldi
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*Bayesian Anomaly Detection Methods for Social Networks |
Nicholas Heard, David Weston, Kiriaki Platanioti, and Hand David
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