Institute of Mathematical Statistics Publisher

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• Bayesian Causal Inference with Bipartite Record Linkage.  Bayesian Analysis.  17:1275-1299. 2022
• PHYLOGENETICALLY INFORMED BAYESIAN TRUNCATED COPULA GRAPHICAL MODELS FOR MICROBIAL ASSOCIATION NETWORKS.  Annals of Applied Statistics.  16:2437-2457. 2022
• A classification of the dynamics of three-dimensional stochastic ecological systems.  Annals of Applied Probability.  32. 2022
• HYPERCONTRACTIVITY AND LOWER DEVIATION ESTIMATES IN NORMED SPACES.  Annals of Probability.  50:688-734. 2022
• Estimation of partially conditional average treatment effect by double kernel-covariate balancing.  Electronic Journal of Statistics.  16:4332-4378. 2022
• Improved inference for vaccine-induced immune responses via shape-constrained methods.  Electronic Journal of Statistics.  16:5852-5933. 2022
• Bayesian Estimation of Correlation Matrices of Longitudinal Data.  Bayesian Analysis.  16:1039-1058. 2021
• SIMULTANEOUS NON-GAUSSIAN COMPONENT ANALYSIS (SING) FOR DATA INTEGRATION IN NEUROIMAGING.  Annals of Applied Statistics.  15:1431-1454. 2021
• A short note on Markov duality in multi-species higher spin stochastic vertex models.  Electronic Communications in Probability.  26. 2021
• Adaptive estimation in symmetric location model under log-concavity constraint.  Electronic Journal of Statistics.  15. 2021
• EFFECTIVE MODEL CALIBRATION VIA SENSIBLE VARIABLE IDENTIFICATION AND ADJUSTMENT WITH APPLICATION TO COMPOSITE FUSELAGE SIMULATION.  Annals of Applied Statistics.  14:1759-1776. 2020
• Hard-edge asymptotics of the Jacobi growth process.  L'Institut Henri Poincare, Annales B: Probabilites et Statistiques.  56:2329-2355. 2020
• BAYESIAN VARIABLE SELECTION FOR SURVIVAL DATA USING INVERSE MOMENT PRIORS..  Annals of Applied Statistics.  14:809-828. 2020
• OPTIMAL REAL-TIME DETECTION OF A DRIFTING BROWNIAN COORDINATE.  Annals of Applied Probability.  30:1032-1065. 2020
• The inverse first passage time problem for killed Brownian motion.  Annals of Applied Probability.  30:1251-1275. 2020
• On the Existence of Uniformly Most Powerful Bayesian Tests With Application to Non-Central Chi-Squared Tests.  Bayesian Analysis.  16:93-109. 2020
• FAST DYNAMIC NONPARAMETRIC DISTRIBUTION TRACKING IN ELECTRON MICROSCOPIC DATA.  Annals of Applied Statistics.  13:1537-1563. 2019
• NETWORK CLASSIFICATION WITH APPLICATIONS TO BRAIN CONNECTOMICS..  Annals of Applied Statistics.  13:1648-1677. 2019
• SPATIO-TEMPORAL SHORT-TERM WIND FORECAST: A CALIBRATED REGIME-SWITCHING METHOD..  Annals of Applied Statistics.  13:1484-1510. 2019
• A ROBUST AND EFFICIENT APPROACH TO CAUSAL INFERENCE BASED ON SPARSE SUFFICIENT DIMENSION REDUCTION..  ANNALS OF STATISTICS.  47:1505-1535. 2019
• Efficient Bayesian Regularization for Graphical Model Selection..  Bayesian Analysis.  14:449-476. 2019
• Fast Model-Fitting of Bayesian Variable Selection Regression Using the Iterative Complex Factorization Algorithm..  Bayesian Analysis.  14:573-594. 2019
• BAYESIAN FRACTIONAL POSTERIORS.  ANNALS OF STATISTICS.  47:39-66. 2019
• Reciprocal Graphical Models for Integrative Gene Regulatory Network Analysis.  Bayesian Analysis.  13:1091-1106. 2018
• A GENERAL FRAMEWORK FOR ASSOCIATION ANALYSIS OF HETEROGENEOUS DATA.  Annals of Applied Statistics.  12:1700-1726. 2018
• EFFICIENT AND ADAPTIVE LINEAR REGRESSION IN SEMI-SUPERVISED SETTINGS.  ANNALS OF STATISTICS.  46:1541-1572. 2018
• COVARIATE MATCHING METHODS FOR TESTING AND QUANTIFYING WIND TURBINE UPGRADES.  Annals of Applied Statistics.  12:1271-1292. 2018
• Coexistence and extinction for stochastic Kolmogorov systems.  Annals of Applied Probability.  28:1893-1942. 2018
• A GAUSSIAN SMALL DEVIATION INEQUALITY FOR CONVEX FUNCTIONS.  Annals of Probability.  46:1441-1454. 2018
• Conditional mean and quantile dependence testing in high dimension.  ANNALS OF STATISTICS.  46:219-246. 2018
• Categorizing a continuous predictor subject to measurement error..  Electronic Journal of Statistics.  12:4032-4056. 2018
• Dimension reduction and estimation in the secondary analysis of case-control studies..  Electronic Journal of Statistics.  12:1782-1821. 2018
• Nonparametric Goodness of Fit via Cross-Validation Bayes Factors.  Bayesian Analysis.  12:653-677. 2017
• Estimation and inference of error-prone covariate effect in the presence of confounding variables..  Electronic Journal of Statistics.  11:480-501. 2017
• TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS. 2017
• An asymptotic theory for spectral analysis of random fields.  Electronic Journal of Statistics.  11:4297-4322. 2017
• Fitting the linear preferential attachment model.  Electronic Journal of Statistics.  11:3738-3780. 2017
• SiAM: A Hybrid of Single Index Models and Additive Models..  Electronic Journal of Statistics.  11:2397-2423. 2017
• Signature inversion for monotone paths.  Electronic Communications in Probability.  22:1-11. 2017
• Bayesian Solution Uncertainty Quantification for Differential Equations.  Bayesian Analysis.  11:1279-1284. 2016
• FIBER DIRECTION ESTIMATION, SMOOTHING AND TRACKING IN DIFFUSION MRI..  Annals of Applied Statistics.  10:1137-1156. 2016
• REJOINDER: "FIBER DIRECTION ESTIMATION, SMOOTHING AND TRACKING IN DIFFUSION MRI"..  Annals of Applied Statistics.  10:1166-1169. 2016
• DETECTING ABRUPT CHANGES IN THE SPECTRA OF HIGH-ENERGY ASTROPHYSICAL SOURCES.  Annals of Applied Statistics.  10:1107-1134. 2016
• An interacting particle system with geometric jump rates near a partially reflecting boundary.  Electronic Communications in Probability.  21. 2016
• Estimation and Inference in Generalized Additive Coefficient Models for Nonlinear Interactions with High-Dimensional Covariates..  ANNALS OF STATISTICS.  43:2102-2131. 2015
• Bayesian Model Selection Based on Proper Scoring Rules - Comment.  Bayesian Analysis.  10:501-504. 2015
• Optimal variable selection in multi-group sparse discriminant analysis.  Electronic Journal of Statistics.  9:2007-2034. 2015
• When do skew-products exist?.  Electronic Communications in Probability.  20:1-14. 2015
• Classification algorithms using adaptive partitioning.  ANNALS OF STATISTICS.  42:2141-2163. 2014
• AUTOMATIC ESTIMATION OF FLUX DISTRIBUTIONS OF ASTROPHYSICAL SOURCE POPULATIONS.  Annals of Applied Statistics.  8:1690-1712. 2014
• BAYESIAN SPARSE GRAPHICAL MODELS FOR CLASSIFICATION WITH APPLICATION TO PROTEIN EXPRESSION DATA..  Annals of Applied Statistics.  8:1443-1468. 2014
• INCORPORATING GEOSTROPHIC WIND INFORMATION FOR IMPROVED SPACE-TIME SHORT-TERM WIND SPEED FORECASTING.  Annals of Applied Statistics.  8:1782-1799. 2014
• Rank discriminants for predicting phenotypes from RNA expression.  Annals of Applied Statistics.  8:1469-1491. 2014
• POSTERIOR CONTRACTION IN SPARSE BAYESIAN FACTOR MODELS FOR MASSIVE COVARIANCE MATRICES.  ANNALS OF STATISTICS.  42:1102-1130. 2014
• ANISOTROPIC FUNCTION ESTIMATION USING MULTI-BANDWIDTH GAUSSIAN PROCESSES..  ANNALS OF STATISTICS.  42:352-381. 2014
• Estimating the Distribution of Dietary Consumption Patterns. 2014
• KILLED BROWNIAN MOTION WITH A PRESCRIBED LIFETIME DISTRIBUTION AND MODELS OF DEFAULT.  Annals of Applied Probability.  24:1-33. 2014
• Reply to the Discussion of "Estimating the Distribution of Dietary Consumption Patterns".  Statistical Science: a review journal.  29:103-103. 2014
• A location-mixture autoregressive model for online forecasting of lung tumor motion.  Annals of Applied Statistics.  8:1341-1371. 2014
• The Gaussian free field in interlacing particle systems.  Electronic Journal of Probability.  19. 2014
• BAYESIAN SPLINE METHOD FOR ASSESSING EXTREME LOADS ON WIND TURBINES 2013
• On Numerical Aspects of Bayesian Model Selection in High and Ultrahigh-dimensional Settings. 2013
• UNEXPECTED PROPERTIES OF BANDWIDTH CHOICE WHEN SMOOTHING DISCRETE DATA FOR CONSTRUCTING A FUNCTIONAL DATA CLASSIFIER. 2013
• UNIFORMLY MOST POWERFUL BAYESIAN TESTS. 2013
• BAYESIAN OBJECT CLASSIFICATION OF GOLD NANOPARTICLES.  Annals of Applied Statistics.  7:640-668. 2013
• Fixed-smoothing asymptotics for time series.  ANNALS OF STATISTICS.  41:1329-1349. 2013
• INVESTIGATING INTERNATIONAL NEW PRODUCT DIFFUSION SPEED: A SEMIPARAMETRIC APPROACH.  Annals of Applied Statistics.  6:625-651. 2012
• COVARIANCE APPROXIMATION FOR LARGE MULTIVARIATE SPATIAL DATA SETS WITH AN APPLICATION TO MULTIPLE CLIMATE MODEL ERRORS.  Annals of Applied Statistics.  5:2519-2548. 2011
• Covariance Estimation: The GLM and Regularization Perspectives.  Statistical Science: a review journal.  26:369-387. 2011
• ESTIMATION AND VARIABLE SELECTION FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELS..  ANNALS OF STATISTICS.  39:1827-1851. 2011
• A new multivariate measurement error model with zero-inflated dietary data, and its application to dietary assessment 2011
• A generalized linear mixed model for longitudinal binary data with a marginal logit link function..  Annals of Applied Statistics.  5:449-467. 2011
• Data Augmentation for Support Vector Machines.  Bayesian Analysis.  6:25-29. 2011
• Testing the structural stability of temporally dependent functional observations and application to climate projections.  Electronic Journal of Statistics.  5:1765-1796. 2011
• Liquid Chromatography Mass Spectrometry-Based Proteomics: Biological and Technological Aspects..  Annals of Applied Statistics.  4:1797-1823. 2010
• USE OF MULTIPLE SINGULAR VALUE DECOMPOSITIONS TO ANALYZE COMPLEX INTRACELLULAR CALCIUM ION SIGNALS..  Annals of Applied Statistics.  3:1467-1492. 2009
• Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes..  Statistical Science: a review journal.  24:489-502. 2009
• SIMEX and standard error estimation in semiparametric measurement error models..  Electronic Journal of Statistics.  3:318-348. 2009
• Semiparametric regression during 2003-2007..  Electronic Journal of Statistics.  3:1193-1256. 2009
• INTERPRETING SELF-ORGANIZING MAPS THROUGH SPACE-TIME DATA MODELS.  Annals of Applied Statistics.  2:1194-1216. 2008
• Approximation and learning by greedy algorithms.  ANNALS OF STATISTICS.  36:64-94. 2008
• Normalized least-squares estimation in time-varying ARCH models.  ANNALS OF STATISTICS.  36:742-786. 2008
• Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments.  ANNALS OF STATISTICS.  35:1608-1643. 2007
• Comment on Article by Dominici et al..  Bayesian Analysis.  2:37-42. 2007
• Bayesian model assessment using pivotal quantities.  Bayesian Analysis.  2:719-733. 2007
• Comment: Bayesian Checking of the Second Levels of Hierarchical Models.  Statistical Science: a review journal.  22:353-358. 2007
• Discussion: Conditional growth charts.  ANNALS OF STATISTICS.  34:2098-2104. 2006
• Statistical inference for time-varying ARCH processes.  ANNALS OF STATISTICS.  34:1075-1114. 2006
• Efficient estimation of a semiparametric partially linear varying coefficient model.  ANNALS OF STATISTICS.  33:258-283. 2005
• Linearization coefficients for orthogonal polynomials using stochastic processes.  Annals of Probability.  33:114-136. 2005
• Sampling for passive Internet measurement: A review.  Statistical Science: a review journal.  19:472-498. 2004
• A Bayesian 2 test for goodness-of-fit.  ANNALS OF STATISTICS.  32:2361-2384. 2004
• Bayesian-motivated tests of function fit and their asymptotic frequentist properties.  ANNALS OF STATISTICS.  32:2580-2615. 2004
• Stability and the Lyapounov exponent of threshold AR-ARCH Models.  Annals of Applied Probability.  14:1920-1949. 2004
• Asymptotic loss probability in a finite buffer fluid queue with heterogeneous heavy-tailed On-Off processes.  Annals of Applied Probability.  13:576-603. 2003
• A conversation with Emanuel Parzen.  Statistical Science: a review journal.  17:357-378. 2002
• Stability of Nonlinear Time Series: What Does Noise Have to Do with It?.  Lecture notes-monograph series / Institute of Mathematical Statistics.  37:151-170. 2001
• Adaptive wavelet estimator for nonparametric density deconvolution.  ANNALS OF STATISTICS.  27:2033-2053. 1999
• Estimation in a semiparametric partially linear errors-in-variables model.  ANNALS OF STATISTICS.  27:1519-1535. 1999
• Large deviations of inverse processes with nonlinear scalings.  Annals of Applied Probability.  8:995-1026. 1998
• Local linear regression for generalized linear models with missing data.  ANNALS OF STATISTICS.  26:1028-1050. 1998
• Hypercontractivity and Comparison of Moments of Iterated Maxima and Minima of Independent Random Variables.  Electronic Journal of Probability.  3:1-26. 1998
• An alternative to traditional GPA for evaluating student performance.  Statistical Science: a review journal.  12:251-278. 1997
• DIMENSION REDUCTION IN A SEMIPARAMETRIC REGRESSION-MODEL WITH ERRORS IN COVARIATES.  ANNALS OF STATISTICS.  23:161-181. 1995
• Bias Reduction in Kernel Density Estimation by Smoothed Empirical Transformations.  ANNALS OF STATISTICS.  22:185-210. 1994
• REPORT OF THE AD-HOC-COMMITTEE-ON-DOUBLE-BLIND-REFEREEING AND ON DESIGN OF AN EXPERIMENT ON DOUBLE-BLIND REFEREEING - COMMENT.  Statistical Science: a review journal.  8:320-330. 1993
• [Report of the Ad Hoc Committee on Design of an Experiment on Double-Blind Refereeing]: Comment.  Statistical Science: a review journal.  8:323-323. 1993
• AN ASYMPTOTIC THEORY FOR SLICED INVERSE REGRESSION.  ANNALS OF STATISTICS.  20:1040-1061. 1992
• TESTING GOODNESS-OF-FIT IN REGRESSION VIA ORDER SELECTION CRITERIA.  ANNALS OF STATISTICS.  20:1412-1425. 1992
• [Choosing a Kernel Regression Estimator]: Comment.  Statistical Science: a review journal.  6:425-427. 1991
• DECONVOLUTION-BASED SCORE TESTS IN MEASUREMENT ERROR MODELS.  ANNALS OF STATISTICS.  19:249-259. 1991
• NONPARAMETRIC-ESTIMATION OF OPTIMAL PERFORMANCE CRITERIA IN QUALITY ENGINEERING.  ANNALS OF STATISTICS.  18:281-302. 1990
• DATA-DRIVEN BANDWIDTH CHOICE FOR DENSITY-ESTIMATION BASED ON DEPENDENT DATA.  ANNALS OF STATISTICS.  18:873-890. 1990
• AN ARMA TYPE PROBABILITY DENSITY ESTIMATOR.  ANNALS OF STATISTICS.  16:842-855. 1988
• Admissibile Kernel Estimators of a Multivariate Density.  ANNALS OF STATISTICS.  16:1421-1427. 1988
• GAUSSIAN-PROCESSES AND MIXED VOLUMES.  Annals of Probability.  15:292-304. 1987
• COVARIATE MEASUREMENT ERROR IN LOGISTIC-REGRESSION.  ANNALS OF STATISTICS.  13:1335-1351. 1985
• On the Mean Convergence of the Best Linear Interpolator of Multivariate Stationary Stochastic Processes.  Annals of Probability.  12:609-614. 1984
• ADAPTING FOR HETEROSCEDASTICITY IN LINEAR-MODELS.  ANNALS OF STATISTICS.  10:1224-1233. 1982
• ALMOST SURE EXPANSIONS FOR M-ESTIMATES.  ANNALS OF STATISTICS.  6:314-318. 1978
• OPTIMAL REPLACEMENT FOR SYSTEMS GOVERNED BY MARKOV ADDITIVE SHOCK PROCESSES.  Annals of Probability.  5:413-429. 1977
• LAW OF LARGE NUMBERS AND CENTRAL LIMIT-THEOREM IN BANACH-SPACES.  Annals of Probability.  4:587-599. 1976
• Smoothing-inspired lack-of-fit tests based on ranks.  138-155. 2008
• The analysis of change-point data with dependent errors.  Lecture notes-monograph series / Institute of Mathematical Statistics. 194-209. 1994