Institute of Mathematical Statistics Publisher

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• Bayesian Estimation of Correlation Matrices of Longitudinal Data.  Bayesian Analysis.  16:1039-1058. 2021
• A short note on Markov duality in multi–species higher spin stochastic vertex models.  Electronic Communications in Probability.  26. 2021
• Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation.  Ann Appl Stat.  14:1759-1776. 2020
• Hard-edge asymptotics of the Jacobi growth process.  Annales de l Institut Henri Poincaré Probabilités et Statistiques.  56:2329-2355. 2020
• Bayesian variable selection for survival data using inverse moment priors.  Ann Appl Stat.  14:809-828. 2020
• Optimal real-time detection of a drifting Brownian coordinate.  Annals of Applied Probability.  30:1032-1065. 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.  Ann Appl Stat.  13:1537-1563. 2019
• SPATIO-TEMPORAL SHORT-TERM WIND FORECAST: A CALIBRATED REGIME-SWITCHING METHOD..  Ann Appl Stat.  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
• Refinements of the Kiefer-Wolfowitz theorem and a test of concavity.  Electronic Journal of Statistics.  13:4596-4645. 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.  Ann Appl Stat.  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.  Ann Appl Stat.  12:1271-1292. 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
• On covering paths with 3 dimensional random walk.  Electronic Communications in Probability.  23. 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
• TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS..  ANNALS OF STATISTICS.  45:1-38. 2017
• An asymptotic theory for spectral analysis of random fields.  Electronic Journal of Statistics.  11:4297-4322. 2017
• Estimation and inference of error-prone covariate effect in the presence of confounding variables..  Electronic Journal of Statistics.  11:480-501. 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
• Comment on Article by Chkrebtii, Campbell, Calderhead, and Girolami.  Bayesian Analysis.  11:1279-1284. 2016
• FIBER DIRECTION ESTIMATION, SMOOTHING AND TRACKING IN DIFFUSION MRI..  Ann Appl Stat.  10:1137-1156. 2016
• REJOINDER: "FIBER DIRECTION ESTIMATION, SMOOTHING AND TRACKING IN DIFFUSION MRI"..  Ann Appl Stat.  10:1166-1169. 2016
• Detecting abrupt changes in the spectra of high-energy astrophysical sources.  Ann Appl Stat.  10:1107-1134. 2016
• An interacting particle system with geometric jump rates near a partially reflecting boundary.  Electronic Communications in Probability.  21. 2016
• Efficient calibration for imperfect computer models.  ANNALS OF STATISTICS.  43:2331-2352. 2015
• Estimation and Inference in Generalized Additive Coefficient Models for Nonlinear Interactions with High-Dimensional Covariates..  ANNALS OF STATISTICS.  43:2102-2131. 2015
• Comment on Article by Dawid and Musio.  Bayesian Analysis.  10:501-504. 2015
• Classification algorithms using adaptive partitioning.  ANNALS OF STATISTICS.  42:2141-2163. 2014
• A location-mixture autoregressive model for online forecasting of lung tumor motion.  Ann Appl Stat.  8:1341-1371. 2014
• Automatic estimation of flux distributions of astrophysical source populations.  Ann Appl Stat.  8:1690-1712. 2014
• BAYESIAN SPARSE GRAPHICAL MODELS FOR CLASSIFICATION WITH APPLICATION TO PROTEIN EXPRESSION DATA..  Ann Appl Stat.  8:1443-1468. 2014
• Rank discriminants for predicting phenotypes from RNA expression.  Ann Appl Stat.  8:1469-1491. 2014
• ANISOTROPIC FUNCTION ESTIMATION USING MULTI-BANDWIDTH GAUSSIAN PROCESSES..  ANNALS OF STATISTICS.  42:352-381. 2014
• Estimating the Distribution of Dietary Consumption Patterns..  Stat Sci.  29:2-8. 2014
• Reply to the Discussion of Estimating the Distribution of Dietary Consumption Patterns.  Stat Sci.  29:103-103. 2014
• Incorporating geostrophic wind information for improved spacetime short-term wind speed forecasting.  Ann Appl Stat.  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.  Ann Appl Stat.  7:2034-2061. 2013
• UNEXPECTED PROPERTIES OF BANDWIDTH CHOICE WHEN SMOOTHING DISCRETE DATA FOR CONSTRUCTING A FUNCTIONAL DATA CLASSIFIER..  ANNALS OF STATISTICS.  41:2739-2767. 2013
• Bayesian object classification of gold nanoparticles.  Ann Appl Stat.  7:640-668. 2013
• Fixed-smoothing asymptotics for time series.  ANNALS OF STATISTICS.  41:1329-1349. 2013
• On Numerical Aspects of Bayesian Model Selection in High and Ultrahigh-dimensional Settings..  Bayesian Analysis.  8:741-758. 2013
• UNIFORMLY MOST POWERFUL BAYESIAN TESTS..  ANNALS OF STATISTICS.  41:1716-1741. 2013
• Covariance Estimation: The GLM and Regularization Perspectives.  Stat Sci.  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..  Ann Appl Stat.  5:1456-1487. 2011
• A generalized linear mixed model for longitudinal binary data with a marginal logit link function..  Ann Appl Stat.  5:449-467. 2011
• Comment on article by Polson and Scott.  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
• Sparse logistic principal components analysis for binary data.  Ann Appl Stat.  4:1579-1601. 2010
• Liquid Chromatography Mass Spectrometry-Based Proteomics: Biological and Technological Aspects..  Ann Appl Stat.  4:1797-1823. 2010
• USE OF MULTIPLE SINGULAR VALUE DECOMPOSITIONS TO ANALYZE COMPLEX INTRACELLULAR CALCIUM ION SIGNALS..  Ann Appl Stat.  3:1467-1492. 2009
• Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes..  Stat Sci.  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
• Approximation and learning by greedy algorithms.  ANNALS OF STATISTICS.  36:64-94. 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
• Comment: Bayesian Checking of the Second Levels of Hierarchical Models.  Stat Sci.  22:353-358. 2007
• Discussion.  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
• Bayesian-motivated tests of function fit and their asymptotic frequentist properties.  ANNALS OF STATISTICS.  32:2580-2615. 2004
• Sampling for Passive Internet Measurement: A Review.  Stat Sci.  19:472-498. 2004
• A Bayesian 2 test for goodness-of-fit.  ANNALS OF STATISTICS.  32:2361-2384. 2004
• Asymptotic loss probability in a finite buffer fluid queue with hetergeneous heavy-tailed on--off processes.  Annals of Applied Probability.  13:576-603. 2003
• Stability of Nonlinear Time Series: What Does Noise Have to Do with It?.  CHANGE-POINT PROBLEMS.  37:151-170. 2003
• A Conversation with Emanuel Parzen.  Stat Sci.  17:357-378. 2002
• Adaptive wavelet estimator for nonparametric density deconvolution.  ANNALS OF STATISTICS.  27:2033-2053. 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
• 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 Design of an Experiment on Double-Blind Refereeing]: Comment.  Stat Sci.  8:320-322. 1993
• [Report of the Ad Hoc Committee on Design of an Experiment on Double-Blind Refereeing]: Comment.  Stat Sci.  8:323-323. 1993
• Testing Goodness-of-Fit in Regression Via Order Selection Criteria.  ANNALS OF STATISTICS.  20:1412-1425. 1992
• An Asymptotic Theory for Sliced Inverse Regression.  ANNALS OF STATISTICS.  20:1040-1061. 1992
• [Choosing a Kernel Regression Estimator]: Comment.  Stat Sci.  6:425-427. 1991
• Deconvolution-Based Score Tests in Measurement Error Models.  ANNALS OF STATISTICS.  19:249-259. 1991
• Data-Driven Bandwidth Choice for Density Estimation Based on Dependent Data.  ANNALS OF STATISTICS.  18:873-890. 1990
• Nonparametric Estimation of Optimal Performance Criteria in Quality Engineering.  ANNALS OF STATISTICS.  18:281-302. 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
• On 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
• The Law of Large Numbers and the Central Limit Theorem in Banach Spaces.  Annals of Probability.  4:587-599. 1976
• Interpreting self-organizing maps through spacetime data models.  Ann Appl Stat. 
• Smoothing-inspired lack-of-fit tests based on ranks.  138-155. 2008
• The analysis of change-point data with dependent errors.  CHANGE-POINT PROBLEMS. 194-209. 1994