Raymond Carroll

137 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-5465-9682

Department of Statistics, Texas A&M University, College Station, Texas, USA; School of Mathematical and Physical Sciences, University of Technology Sydney, Sydney, Australia

Publications

• Semiparametric Estimation of the Distribution of Episodically Consumed Foods Measured With Error — Journal of the American Statistical Association 2022
• Nonparametric, tuning-free estimation of S-shaped functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology — Journal of the American Statistical Association 2021
• Parsimonious Model Averaging With a Diverging Number of Parameters — Journal of the American Statistical Association 2020
• Sparse semiparametric canonical correlation analysis for data of mixed types — Biometrika 2020
• MALMEM: model averaging in linear measurement error models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
• A robust and efficient approach to causal inference based on sparse sufficient dimension reduction — The Annals of Statistics 2019
• Semiparametrically efficient estimation in quantile regression of secondary analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• Bayesian Semiparametric Multivariate Density Deconvolution — Journal of the American Statistical Association 2018
• A Powerful Bayesian Test for Equality of Means in High Dimensions — Journal of the American Statistical Association 2018
• Linear Model Selection When Covariates Contain Errors — Journal of the American Statistical Association 2017
• Inference in a survival cure model with mismeasured covariates using a simulation-extrapolation approach — Biometrika 2017
• Semiparametric analysis of complex polygenic gene-environment interactions in case-control studies — Biometrika 2017
• A Semiparametric Single-Index Risk Score Across Populations — Journal of the American Statistical Association 2017
• PLEMT: A Novel Pseudolikelihood-Based EM Test for Homogeneity in Generalized Exponential Tilt Mixture Models — Journal of the American Statistical Association 2017
• Data integration with high dimensionality — Biometrika 2017
• Constrained Maximum Likelihood Estimation for Model Calibration Using Summary-Level Information From External Big Data Sources — Journal of the American Statistical Association 2016
• Rejoinder — Journal of the American Statistical Association 2016
• Semiparametric estimation in the secondary analysis of case–control studies — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates — The Annals of Statistics 2015
• A Two-Sample Test for Equality of Means in High Dimension — Journal of the American Statistical Association 2015
• Variance function partially linear single-index models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015
• Functional and Structural Methods With Mixed Measurement Error and Misclassification in Covariates — Journal of the American Statistical Association 2015
• Robust estimation for homoscedastic regression in the secondary analysis of case–control data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2013
• A Study of Mexican Free-Tailed Bat Chirp Syllables: Bayesian Functional Mixed Models for Nonstationary Acoustic Time Series — Journal of the American Statistical Association 2013
• Selecting the Number of Principal Components in Functional Data — Journal of the American Statistical Association 2013
• Using shared genetic controls in studies of gene-environment interactions — Biometrika 2013
• Parameter Estimation of Partial Differential Equation Models — Journal of the American Statistical Association 2013
• Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier — The Annals of Statistics 2013
• Deconvolution When Classifying Noisy Data Involving Transformations — Journal of the American Statistical Association 2012
• Multiple imputation in quantile regression — Biometrika 2012
• A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error — Biometrika 2012
• Estimation and variable selection for generalized additive partial linear models — The Annals of Statistics 2011
• Testing and Estimating Shape-Constrained Nonparametric Density and Regression in the Presence of Measurement Error — Journal of the American Statistical Association 2011
• Local and omnibus goodness-of-fit tests in classical measurement error models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2011
• Density Estimation in Several Populations With Uncertain Population Membership — Journal of the American Statistical Association 2011
• Bayesian Modeling of MPSS Data: Gene Expression Analysis of BovineSalmonellaInfection — Journal of the American Statistical Association 2010
• Generalized empirical likelihood methods for analyzing longitudinal data — Biometrika 2010
• Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data — Journal of the American Statistical Association 2010
• Generalized Functional Linear Models With Semiparametric Single-Index Interactions — Journal of the American Statistical Association 2010
• Variance estimation in the analysis of microarray data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• Testing in semiparametric models with interaction, with applications to gene–environment interactions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals — The Annals of Applied Statistics 2009
• Nonparametric additive regression for repeatedly measured data — Biometrika 2009
• Quantile Regression With Measurement Error — Journal of the American Statistical Association 2009
• Shrinkage Estimators for Robust and Efficient Inference in Haplotype-Based Case-Control Studies — Journal of the American Statistical Association 2009
• Rejoinder — Journal of the American Statistical Association 2009
• Nonparametric Prediction in Measurement Error Models — Journal of the American Statistical Association 2009
• A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem — Journal of the American Statistical Association 2009
• Joint modelling of paired sparse functional data using principal components — Biometrika 2008
• Semiparametric Analysis of Heterogeneous Data Using Varying-Scale Generalized Linear Models — Journal of the American Statistical Association 2008
• Efficient Estimation of Population-Level Summaries in General Semiparametric Regression Models — Journal of the American Statistical Association 2007
• Partially linear models with missing response variables and error-prone covariates — Biometrika 2007
• An asymptotic theory for model selection inference in general semiparametric problems — Biometrika 2007
• Stochastic Approximation in Monte Carlo Computation — Journal of the American Statistical Association 2007
• Non-parametric regression estimation from data contaminated by a mixture of Berkson and classical errors — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
• Wavelet-based functional mixed models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2006
• Comment — Journal of the American Statistical Association 2006
• Locally Efficient Estimators for Semiparametric Models With Measurement Error — Journal of the American Statistical Association 2006
• Semiparametric Regression — Journal of the American Statistical Association 2006
• Semiparametric estimation in general repeated measures problems — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2006
• Semiparametric Bayesian Analysis of Matched Case-Control Studies With Missing Exposure — Journal of the American Statistical Association 2005
• Efficient Semiparametric Marginal Estimation for Longitudinal/Clustered Data — Journal of the American Statistical Association 2005
• Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies — Biometrika 2005
• Low order approximations in deconvolution and regression with errors in variables — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2004
• Estimation in Partially Linear Models With Missing Covariates — Journal of the American Statistical Association 2004
• Nonlinear and Nonparametric Regression and Instrumental Variables — Journal of the American Statistical Association 2004
• More Efficient Local Polynomial Estimation in Nonparametric Regression With Autocorrelated Errors — Journal of the American Statistical Association 2003
• Wavelet-Based Nonparametric Modeling of Hierarchical Functions in Colon Carcinogenesis — Journal of the American Statistical Association 2003
• Rejoinder — Journal of the American Statistical Association 2003
• Bayesian Smoothing and Regression Splines for Measurement Error Problems — Journal of the American Statistical Association 2002
• Marginal Longitudinal Nonparametric Regression — Journal of the American Statistical Association 2002
• Parametric and Nonparametric Methods for Understanding the Relationship Between Carcinogen-Induced DNA Adduct Levels in Distal and Proximal Regions of the Colon — Journal of the American Statistical Association 2001
• A Note on the Efficiency of Sandwich Covariance Matrix Estimation — Journal of the American Statistical Association 2001
• Semiparametric regression for clustered data — Biometrika 2001
• Parameterization and inference for nonparametric regression problems — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001
• Semiparametric Regression for Clustered Data Using Generalized Estimating Equations — Journal of the American Statistical Association 2001
• Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with Error — Journal of the American Statistical Association 2000
• Polynomial Regression and Estimating Functions in the Presence of Multiplicative Measurement Error — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1999
• Comment — Journal of the American Statistical Association 1999
• Estimation in a semiparametric partially linear errors-in-variables model — The Annals of Statistics 1999
• Nonparametric regression in the presence of measurement error — Biometrika 1999
• Bias Analysis and SIMEX Approach in Generalized Linear Mixed Measurement Error Models — Journal of the American Statistical Association 1998
• Local linear regression for generalized linear models with missing data — The Annals of Statistics 1998
• Local Estimating Equations — Journal of the American Statistical Association 1998
• Generalized Partially Linear Single-Index Models — Journal of the American Statistical Association 1997
• Surprising effects of measurement error on an aggregate data estimator — Biometrika 1997
• Asymptotics for the SIMEX Estimator in Nonlinear Measurement Error Models — Journal of the American Statistical Association 1996
• A Semiparametric Mixture Approach to Case-Control Studies with Errors in Covariables — Journal of the American Statistical Association 1996
• Prospective Analysis of Logistic Case-Control Studies — Journal of the American Statistical Association 1995
• Dimension Reduction in a Semiparametric Regression Model with Errors in Covariates — The Annals of Statistics 1995
• Estimation of Lag in Misregistered, Averaged Images — Journal of the American Statistical Association 1994
• A Semiparametric Correction for Attenuation — Journal of the American Statistical Association 1994
• Fitting Heteroscedastic Regression Models — Journal of the American Statistical Association 1994
• On Robustness in the Logistic Regression Model — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1993
• Case-Control Studies With Errors in Covariates — Journal of the American Statistical Association 1993
• On robust estimation in logistic case-control studies — Biometrika 1993
• Measurement Error Regression with Unknown Link: Dimension Reduction and Data Visualization — Journal of the American Statistical Association 1992
• An Asymptotic Theory for Sliced Inverse Regression — The Annals of Statistics 1992
• On One-Step GM Estimates and Stability of Inferences in Linear Regression — Journal of the American Statistical Association 1992

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