Raymond Carroll

144 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, TX

Publications

Nonparametric, tuning-free estimation of S-shaped functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
Semiparametric Estimation of the Distribution of Episodically Consumed Foods Measured With Error — Journal of the American Statistical Association 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
A robust and efficient approach to causal inference based on sparse sufficient dimension reduction — The Annals of Statistics 2019
MALMEM: model averaging in linear measurement error models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
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
Semiparametrically efficient estimation in quantile regression of secondary analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
Data integration with high dimensionality — Biometrika 2017
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
A Semiparametric Single-Index Risk Score Across Populations — Journal of the American Statistical Association 2017
Semiparametric analysis of complex polygenic gene-environment interactions in case-control studies — Biometrika 2017
PLEMT: A Novel Pseudolikelihood-Based EM Test for Homogeneity in Generalized Exponential Tilt Mixture Models — Journal of the American Statistical Association 2017
Semiparametric estimation in the secondary analysis of case–control studies — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
Rejoinder — Journal of the American Statistical Association 2016
Constrained Maximum Likelihood Estimation for Model Calibration Using Summary-Level Information From External Big Data Sources — Journal of the American Statistical Association 2016
Variance function partially linear single-index models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015
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
Functional and Structural Methods With Mixed Measurement Error and Misclassification in Covariates — Journal of the American Statistical Association 2015
Parameter Estimation of Partial Differential Equation Models — 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
Robust estimation for homoscedastic regression in the secondary analysis of case–control data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2013
Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier — The Annals of Statistics 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
A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error — Biometrika 2012
Deconvolution When Classifying Noisy Data Involving Transformations — Journal of the American Statistical Association 2012
Multiple imputation in quantile regression — Biometrika 2012
Local and omnibus goodness-of-fit tests in classical measurement error models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2011
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
Density Estimation in Several Populations With Uncertain Population Membership — Journal of the American Statistical Association 2011
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
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
Nonparametric additive regression for repeatedly measured data — Biometrika 2009
Rejoinder — Journal of the American Statistical Association 2009
Nonparametric Prediction in Measurement Error Models — Journal of the American Statistical Association 2009
Quantile Regression With Measurement Error — Journal of the American Statistical Association 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
Variance estimation in the analysis of microarray data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
Shrinkage Estimators for Robust and Efficient Inference in Haplotype-Based Case-Control Studies — 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
Semiparametric Analysis of Heterogeneous Data Using Varying-Scale Generalized Linear Models — Journal of the American Statistical Association 2008
Nonparametric variance estimation in the analysis of microarray data: a measurement error approach — Biometrika 2008 (name-matched, not ORCID-linked)
Joint modelling of paired sparse functional data using principal components — Biometrika 2008
Efficient Estimation of Population-Level Summaries in General Semiparametric Regression Models — Journal of the American Statistical Association 2007
Nonparametric estimation of correlation functions in longitudinal and spatial data, with application to colon carcinogenesis experiments — The Annals of Statistics 2007 (name-matched, not ORCID-linked)
Stochastic Approximation in Monte Carlo Computation — Journal of the American Statistical Association 2007
An asymptotic theory for model selection inference in general semiparametric problems — Biometrika 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
Partially linear models with missing response variables and error-prone covariates — Biometrika 2007
Semiparametric Regression — Journal of the American Statistical Association 2006
Locally Efficient Estimators for Semiparametric Models With Measurement Error — Journal of the American Statistical Association 2006
Discussion — The Annals of Statistics 2006 (name-matched, not ORCID-linked)
Comment — 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
Wavelet-based functional mixed models — 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
Semiparametric maximum likelihood estimation exploiting gene-environment independence in case-control studies — Biometrika 2005
Efficient Semiparametric Marginal Estimation for Longitudinal/Clustered Data — Journal of the American Statistical Association 2005
Low order approximations in deconvolution and regression with errors in variables — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2004
Nonlinear and Nonparametric Regression and Instrumental Variables — Journal of the American Statistical Association 2004
Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data — Biometrika 2004 (name-matched, not ORCID-linked)
Estimation in Partially Linear Models With Missing Covariates — Journal of the American Statistical Association 2004
Profile‐kernel versus backfitting in the partially linear models for longitudinal/clustered data — Biometrika 2004 (name-matched, not ORCID-linked)
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
Marginal Longitudinal Nonparametric Regression — Journal of the American Statistical Association 2002
Bayesian Smoothing and Regression Splines for Measurement Error Problems — Journal of the American Statistical Association 2002
Semiparametric inference in matched case‐control studies with missing covariate data — Biometrika 2002 (name-matched, not ORCID-linked)
Semiparametric regression for clustered data — Biometrika 2001
A Note on the Efficiency of Sandwich Covariance Matrix Estimation — Journal of the American Statistical Association 2001
Semiparametric Regression for Clustered Data Using Generalized Estimating Equations — Journal of the American Statistical Association 2001
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
Parameterization and inference for nonparametric regression problems — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001
Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with Error — Journal of the American Statistical Association 2000
Nonparametric regression in the presence of measurement error — Biometrika 1999
Comment — Journal of the American Statistical Association 1999
Polynomial Regression and Estimating Functions in the Presence of Multiplicative Measurement Error — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1999
Estimation in a semiparametric partially linear errors-in-variables model — The Annals of Statistics 1999
Local Estimating Equations — Journal of the American Statistical Association 1998
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
Surprising effects of measurement error on an aggregate data estimator — Biometrika 1997
Generalized Partially Linear Single-Index Models — Journal of the American Statistical Association 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
Fitting Heteroscedastic Regression Models — Journal of the American Statistical Association 1994
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

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