A composite likelihood method for bivariate meta-analysis in diagnostic systematic reviews.
"A composite likelihood method for bivariate meta-analysis in diagnostic systematic reviews." Stat Methods Med Res 26, no. 2 (2017): 914-930.
Project 1.3
A counterfactual p-value approach for benefit-risk assessment in clinical trials.
"A counterfactual p-value approach for benefit-risk assessment in clinical trials." J Biopharm Stat 25, no. 3 (2015): 508-24.
A framework for understanding cancer comparative effectiveness research data needs.
"A framework for understanding cancer comparative effectiveness research data needs." J Clin Epidemiol 65, no. 11 (2012): 1150-8.
A global sensitivity test for evaluating statistical hypotheses with nonidentifiable models.
"A global sensitivity test for evaluating statistical hypotheses with nonidentifiable models." Biometrics 66, no. 2 (2010): 558-66.
A hybrid Bayesian hierarchical model combining cohort and case-control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias.
"A hybrid Bayesian hierarchical model combining cohort and case-control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias." Stat Methods Med Res 25, no. 6 (2016): 3015-3037.
A hybrid model for combining case-control and cohort studies in systematic reviews of diagnostic tests.
"A hybrid model for combining case-control and cohort studies in systematic reviews of diagnostic tests." J R Stat Soc Ser C Appl Stat 64, no. 3 (2015): 469-489.
A longitudinal functional analysis framework for analysis of white matter tract statistics.
"A longitudinal functional analysis framework for analysis of white matter tract statistics." Inf Process Med Imaging 23 (2013): 220-31.
A regression approach to ROC surface, with applications to Alzheimer's disease.
"A regression approach to ROC surface, with applications to Alzheimer's disease." Sci China Math 55, no. 8 (2012): 1583-1595.
A trivariate meta-analysis of diagnostic studies accounting for prevalence and non-evaluable subjects: re-evaluation of the meta-analysis of coronary CT angiography studies.
"A trivariate meta-analysis of diagnostic studies accounting for prevalence and non-evaluable subjects: re-evaluation of the meta-analysis of coronary CT angiography studies." BMC Med Res Methodol 14 (2014): 128.
A unification of models for meta-analysis of diagnostic accuracy studies without a gold standard.
"A unification of models for meta-analysis of diagnostic accuracy studies without a gold standard." Biometrics 71, no. 2 (2015): 538-47.
An Empirical Bayes Method for Multivariate Meta-analysis with an Application in Clinical Trials.
"An Empirical Bayes Method for Multivariate Meta-analysis with an Application in Clinical Trials." Commun Stat Theory Methods 43, no. 16 (2014): 3536-3551.
Assessing Similarity to Existing Drugs to Decide Whether to Continue Drug Development.
"Assessing Similarity to Existing Drugs to Decide Whether to Continue Drug Development." Stat Biopharm Res 4, no. 3 (2012): 293-300.
Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis.
"Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis." Biostatistics 12, no. 4 (2011): 710-22.
Bayesian analysis of stochastic volatility-in-mean model with leverage and asymmetrically heavy-tailed error using generalized hyperbolic skew Student's t-distribution.
"Bayesian analysis of stochastic volatility-in-mean model with leverage and asymmetrically heavy-tailed error using generalized hyperbolic skew Student's t-distribution." Stat Interface 10 (2017): 529-541.
Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation.
"Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation." Stat Methods Med Res 24, no. 6 (2015): 836-55.
Bayesian clinical trial design using Markov models with applications to autoimmune disease.
"Bayesian clinical trial design using Markov models with applications to autoimmune disease." Contemp Clin Trials 63 (2017): 73-83.
Bayesian design of noninferiority trials for medical devices using historical data.
"Bayesian design of noninferiority trials for medical devices using historical data." Biometrics 67, no. 3 (2011): 1163-70.
Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome.
"Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome." Biometrics 70, no. 4 (2014): 1003-13.
Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior.
"Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior." Br J Math Stat Psychol 64, no. Pt 1 (2011): 69-106.
Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers.
"Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers." J Am Stat Assoc 109, no. 507 (2014): 997-990.
Bayesian inference for multivariate meta-analysis Box-Cox transformation models for individual patient data with applications to evaluation of cholesterol-lowering drugs.
"Bayesian inference for multivariate meta-analysis Box-Cox transformation models for individual patient data with applications to evaluation of cholesterol-lowering drugs." Stat Med 32, no. 23 (2013): 3972-90.
Bayesian inference on risk differences: an application to multivariate meta-analysis of adverse events in clinical trials.
"Bayesian inference on risk differences: an application to multivariate meta-analysis of adverse events in clinical trials." Stat Biopharm Res 5, no. 2 (2013): 142-155.
Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies.
"Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies." Neuroimage 149 (2017): 305-322.
Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes.
"Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes." Biometrics 68, no. 2 (2012): 578-86.
Bayesian methods in clinical trials: a Bayesian analysis of ECOG trials E1684 and E1690.
"Bayesian methods in clinical trials: a Bayesian analysis of ECOG trials E1684 and E1690." BMC Med Res Methodol 12 (2012): 183.
Bayesian Model Assessment in Joint Modeling of Longitudinal and Survival Data with Applications to Cancer Clinical Trials.
"Bayesian Model Assessment in Joint Modeling of Longitudinal and Survival Data with Applications to Cancer Clinical Trials." J Comput Graph Stat 26, no. 1 (2017): 121-133.
Bayesian modeling and inference for clinical trials with partial retrieved data following dropout.
"Bayesian modeling and inference for clinical trials with partial retrieved data following dropout." Stat Med 32, no. 24 (2013): 4180-95.
Bayesian sequential meta-analysis design in evaluating cardiovascular risk in a new antidiabetic drug development program.
"Bayesian sequential meta-analysis design in evaluating cardiovascular risk in a new antidiabetic drug development program." Stat Med 33, no. 9 (2014): 1600-18.
Bayesian spatial transformation models with applications in neuroimaging data.
"Bayesian spatial transformation models with applications in neuroimaging data." Biometrics 69, no. 4 (2013): 1074-83.
Bivariate random effects meta-analysis of diagnostic studies using generalized linear mixed models.
"Bivariate random effects meta-analysis of diagnostic studies using generalized linear mixed models." Med Decis Making 30, no. 4 (2010): 499-508.
Bivariate random effects models for meta-analysis of comparative studies with binary outcomes: methods for the absolute risk difference and relative risk.
"Bivariate random effects models for meta-analysis of comparative studies with binary outcomes: methods for the absolute risk difference and relative risk." Stat Methods Med Res 21, no. 6 (2012): 621-33.
Checking semiparametric transformation models with censored data.
"Checking semiparametric transformation models with censored data." Biostatistics 13, no. 1 (2012): 18-31.
Common variants in psychiatric risk genes predict brain structure at birth.
"Common variants in psychiatric risk genes predict brain structure at birth." Cereb Cortex 24, no. 5 (2014): 1230-46.
Comparative effectiveness of oxaliplatin vs non-oxaliplatin-containing adjuvant chemotherapy for stage III colon cancer.
"Comparative effectiveness of oxaliplatin vs non-oxaliplatin-containing adjuvant chemotherapy for stage III colon cancer." J Natl Cancer Inst 104, no. 3 (2012): 211-27.
Cook's Distance Measures for Varying Coefficient Models with Functional Responses.
"Cook's Distance Measures for Varying Coefficient Models with Functional Responses." Technometrics 57, no. 2 (2015): 268-280.
Data for cancer comparative effectiveness research: past, present, and future potential.
"Data for cancer comparative effectiveness research: past, present, and future potential." Cancer 118, no. 21 (2012): 5186-97.
Diffusion tensor imaging-based characterization of brain neurodevelopment in primates.
"Diffusion tensor imaging-based characterization of brain neurodevelopment in primates." Cereb Cortex 23, no. 1 (2013): 36-48.
Discussion of the paper "Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility" by Jiang and Serban.
"Discussion of the paper "Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility" by Jiang and Serban." Technometrics 54, no. 2 (2012): 129-133.
Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data.
"Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data." IEEE Trans Med Imaging 34, no. 9 (2015): 1914-27.
Diseased region detection of longitudinal knee MRI data.
"Diseased region detection of longitudinal knee MRI data." Inf Process Med Imaging 23 (2013): 632-43.
DTIPrep: quality control of diffusion-weighted images.
"DTIPrep: quality control of diffusion-weighted images." Front Neuroinform 8 (2014): 4.
Efficient methods for signal detection from correlated adverse events in clinical trials.
"Efficient methods for signal detection from correlated adverse events in clinical trials." Biometrics 75, no. 3 (2019): 1000-1008.
Empirical Likelihood for Estimating Equations with Nonignorably Missing Data.
"Empirical Likelihood for Estimating Equations with Nonignorably Missing Data." Stat Sin 24, no. 2 (2014): 723-747.
Environmental and genetic contributors to salivary testosterone levels in infants.
"Environmental and genetic contributors to salivary testosterone levels in infants." Front Endocrinol (Lausanne) 5 (2014): 187.
Estimating Bayesian Phylogenetic Information Content.
"Estimating Bayesian Phylogenetic Information Content." Syst Biol 65, no. 6 (2016): 1009-1023.
Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study.
"Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study." Biometrika 99, no. 1 (2012): 167-184.
FADTTS: functional analysis of diffusion tensor tract statistics.
"FADTTS: functional analysis of diffusion tensor tract statistics." Neuroimage 56, no. 3 (2011): 1412-25.
Fitting Nonlinear Ordinary Differential Equation Models with Random Effects and Unknown Initial Conditions Using the Stochastic Approximation Expectation-Maximization (SAEM) Algorithm.
"Fitting Nonlinear Ordinary Differential Equation Models with Random Effects and Unknown Initial Conditions Using the Stochastic Approximation Expectation-Maximization (SAEM) Algorithm." Psychometrika 81, no. 1 (2016): 102-34.
Fixed and random effects selection in mixed effects models.
"Fixed and random effects selection in mixed effects models." Biometrics 67, no. 2 (2011): 495-503.
FMEM: functional mixed effects modeling for the analysis of longitudinal white matter Tract data.
"FMEM: functional mixed effects modeling for the analysis of longitudinal white matter Tract data." Neuroimage 84 (2014): 753-64.
Functional-mixed effects models for candidate genetic mapping in imaging genetic studies.
"Functional-mixed effects models for candidate genetic mapping in imaging genetic studies." Genet Epidemiol 38, no. 8 (2014): 680-91.
GGMridge: Gaussian graphical models using ridge penalty followed by thresholding and reestimation (R).
GGMridge: Gaussian graphical models using ridge penalty followed by thresholding and reestimation (R).. 1.0 ed., 2016.
Improved detection of epigenomic marks with mixed-effects hidden Markov models.
"Improved detection of epigenomic marks with mixed-effects hidden Markov models." Biometrics 75, no. 4 (2019): 1401-1413.
Intrinsic Regression Models for Medial Representation of Subcortical Structures.
"Intrinsic Regression Models for Medial Representation of Subcortical Structures." J Am Stat Assoc 107, no. 497 (2012): 12-23.
JMFit: A SAS Macro for Joint Models of Longitudinal and Survival Data.
"JMFit: A SAS Macro for Joint Models of Longitudinal and Survival Data." J Stat Softw 71, no. 3 (2016).
Local Polynomial Regression for Symmetric Positive Definite Matrices.
"Local Polynomial Regression for Symmetric Positive Definite Matrices." J R Stat Soc Series B Stat Methodol 74, no. 4 (2012): 697-719.
Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type.
"Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type." Psychiatry Res 211, no. 1 (2013): 1-10.
Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging.
"Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging." Neuroimage 58, no. 4 (2011): 993-1005.
Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions.
"Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions." Appl Stoch Models Bus Ind 33, no. 4 (2017): 394-408.
Medical records-based postmarketing safety evaluation of rare events with uncertain status.
"Medical records-based postmarketing safety evaluation of rare events with uncertain status." J Biopharm Stat 23, no. 1 (2013): 201-12.
Meta-analysis methods and models with applications in evaluation of cholesterol-lowering drugs.
"Meta-analysis methods and models with applications in evaluation of cholesterol-lowering drugs." Stat Med 31, no. 28 (2012): 3597-616.
Missing data in clinical studies: issues and methods.
"Missing data in clinical studies: issues and methods." J Clin Oncol 30, no. 26 (2012): 3297-303.
mmeta: An R Package for Multivariate Meta-Analysis.
"mmeta: An R Package for Multivariate Meta-Analysis." J Stat Softw 56, no. 11 (2014): 11.
More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines.
"More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines." Brain Struct Funct 219, no. 2 (2014): 551-69.
Multicategory reclassification statistics for assessing improvements in diagnostic accuracy.
"Multicategory reclassification statistics for assessing improvements in diagnostic accuracy." Biostatistics 14, no. 2 (2013): 382-94.
Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data.
"Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data." Neuroimage 72 (2013): 91-105.
Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates.
"Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates." Biometrics 68, no. 4 (2012): 1083-92.
Multiscale Adaptive Regression Models for Neuroimaging Data.
"Multiscale Adaptive Regression Models for Neuroimaging Data." J R Stat Soc Series B Stat Methodol 73, no. 4 (2011): 559-578.
Multivariate network-level approach to detect interactions between large-scale functional systems.
"Multivariate network-level approach to detect interactions between large-scale functional systems." Med Image Comput Comput Assist Interv 13, no. Pt 2 (2010): 298-305.
MULTIVARIATE VARYING COEFFICIENT MODEL FOR FUNCTIONAL RESPONSES.
"MULTIVARIATE VARYING COEFFICIENT MODEL FOR FUNCTIONAL RESPONSES." Ann Stat 40, no. 5 (2012): 2634-2666.
Multivariate varying coefficient models for DTI tract statistics.
"Multivariate varying coefficient models for DTI tract statistics." Med Image Comput Comput Assist Interv 13, no. Pt 1 (2010): 690-7.
Network meta-analysis of margin threshold for women with ductal carcinoma in situ.
"Network meta-analysis of margin threshold for women with ductal carcinoma in situ." J Natl Cancer Inst 104, no. 7 (2012): 507-16.
Network meta-analysis of randomized clinical trials: reporting the proper summaries.
"Network meta-analysis of randomized clinical trials: reporting the proper summaries." Clin Trials 11, no. 2 (2014): 246-62.
Online updating method with new variables for big data streams.
"Online updating method with new variables for big data streams." Can J Stat 46, no. 1 (2018): 123-146.
Online Updating of Statistical Inference in the Big Data Setting.
"Online Updating of Statistical Inference in the Big Data Setting." Technometrics 58, no. 3 (2016): 393-403.
Onset of persistent pseudomonas aeruginosa infection in children with cystic fibrosis with interval censored data.
"Onset of persistent pseudomonas aeruginosa infection in children with cystic fibrosis with interval censored data." BMC Med Res Methodol 16, no. 1 (2016): 122.
Partial correlation matrix estimation using ridge penalty followed by thresholding and re-estimation.
"Partial correlation matrix estimation using ridge penalty followed by thresholding and re-estimation." Biometrics 70, no. 3 (2014): 765-73.
Partition Weighted Approach for Estimating the Marginal Posterior Density with Applications.
"Partition Weighted Approach for Estimating the Marginal Posterior Density with Applications." J Comput Graph Stat 28, no. 2 (2019): 334-349.
Performance of rapid influenza H1N1 diagnostic tests: a meta-analysis.
"Performance of rapid influenza H1N1 diagnostic tests: a meta-analysis." Influenza Other Respir Viruses 6, no. 2 (2012): 80-6.
Power calculations and confidence intervals in phase II design with over enrollment (SAS/R).
Power calculations and confidence intervals in phase II design with over enrollment (SAS/R).., 2014.
Quantifying the average of the time-varying hazard ratio via a class of transformations.
"Quantifying the average of the time-varying hazard ratio via a class of transformations." Lifetime Data Anal 21, no. 2 (2015): 259-79.
Regression Models on Riemannian Symmetric Spaces.
"Regression Models on Riemannian Symmetric Spaces." J R Stat Soc Series B Stat Methodol 79, no. 2 (2017): 463-482.
Semiparametric Bayes local additive models for longitudinal data.
"Semiparametric Bayes local additive models for longitudinal data." Stat Biosci 7, no. 1 (2015): 90-107.
Semiparametric Bayesian local functional models for diffusion tensor tract statistics.
"Semiparametric Bayesian local functional models for diffusion tensor tract statistics." Neuroimage 63, no. 1 (2012): 460-74.
Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI.
"Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI." Neuroimage 56, no. 3 (2011): 890-906.
SGPP: spatial Gaussian predictive process models for neuroimaging data.
"SGPP: spatial Gaussian predictive process models for neuroimaging data." Neuroimage 89 (2014): 70-80.
Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM.
"Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM." Med Image Comput Comput Assist Interv 13, no. Pt 2 (2010): 274-81.
Spatially Weighted Principal Component Analysis for Imaging Classification.
"Spatially Weighted Principal Component Analysis for Imaging Classification." J Comput Graph Stat 24, no. 1 (2015): 274-296.
SPReM: Sparse Projection Regression Model For High-dimensional Linear Regression.
"SPReM: Sparse Projection Regression Model For High-dimensional Linear Regression." J Am Stat Assoc 110, no. 509 (2015): 289-302.
Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects.
"Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects." J Biopharm Stat 27, no. 6 (2017): 933-944.
Statistical methods and computing for big data.
"Statistical methods and computing for big data." Stat Interface 9, no. 4 (2016): 399-414.
Statistical methods for multivariate meta-analysis of diagnostic tests: An overview and tutorial.
"Statistical methods for multivariate meta-analysis of diagnostic tests: An overview and tutorial." Stat Methods Med Res 25, no. 4 (2016): 1596-619.
Tensor Regression with Applications in Neuroimaging Data Analysis.
"Tensor Regression with Applications in Neuroimaging Data Analysis." J Am Stat Assoc 108, no. 502 (2013): 540-552.
TwinMARM: two-stage multiscale adaptive regression methods for twin neuroimaging data.
"TwinMARM: two-stage multiscale adaptive regression methods for twin neuroimaging data." IEEE Trans Med Imaging 31, no. 5 (2012): 1100-12.
UNC-Utah NA-MIC framework for DTI fiber tract analysis.
"UNC-Utah NA-MIC framework for DTI fiber tract analysis." Front Neuroinform 7 (2014): 51.
Use of historical control data for assessing treatment effects in clinical trials.
"Use of historical control data for assessing treatment effects in clinical trials." Pharm Stat 13, no. 1 (2014): 41-54.
Weighted Area Under the Receiver Operating Characteristic Curve and Its Application to Gene Selection.
"Weighted Area Under the Receiver Operating Characteristic Curve and Its Application to Gene Selection." J R Stat Soc Ser C Appl Stat 59, no. 4 (2010): 673-692.
Weighted area under the receiver operating characteristic curve and its application to gene selection.
"Weighted area under the receiver operating characteristic curve and its application to gene selection." Journal of the Royal Statistical Society: Series C (Applied Statistics) (2010).
