1987 …2020
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Research Output 1987 2020

2020

Cognitive reserve and rate of change in Alzheimer's and cerebrovascular disease biomarkers among cognitively normal individuals

Pettigrew, C., Soldan, A., Zhu, Y., Cai, Q., Wang, M. C., Moghekar, A., Miller, M. I., Singh, B., Martinez, O., Fletcher, E., DeCarli, C. & Albert, M., Jan 1 2020, (Accepted/In press) In : Neurobiology of Aging.

Research output: Contribution to journalArticle

Cognitive Reserve
Cerebrovascular Disorders
Alzheimer Disease
Biomarkers
Neuroimaging
2019

Estimations of the joint distribution of failure time and failure type with dependent truncation

Cheng, Y. J., Wang, M. C. & Tsai, C. Y., Jan 1 2019, In : Biometrics. 75, 2, p. 428-438 11 p.

Research output: Contribution to journalArticle

Failure Time
Joint Distribution
Truncation
Sampling
Dependent

In utero exposure to mercury and childhood overweight or obesity: Counteracting effect of maternal folate status

Wang, G., Dibari, J., Bind, E., Steffens, A. M., Mukherjee, J., Bartell, T. R., Bellinger, D. C., Hong, X., Ji, Y., Wang, M. C., Wills-Karp, M., Cheng, T. L. & Wang, X., Nov 28 2019, In : BMC medicine. 17, 1, 216.

Research output: Contribution to journalArticle

Open Access
Mercury
Folic Acid
Obesity
Mothers
Maternal Exposure
Current Status Data
Joint Modeling
Competing Risks
Morbidity
Joint Model
2018

Depressive symptoms in relation to clinical symptom onset of mild cognitive impairment

Chan, C. K., Soldan, A., Pettigrew, C., Wang, M. C., Wang, J., Albert, M. & Rosenberg, P. B., Jan 1 2018, (Accepted/In press) In : International Psychogeriatrics. p. 1-9 9 p.

Research output: Contribution to journalArticle

Depression
Cognition
Cognitive Dysfunction
Proportional Hazards Models
Alzheimer Disease

Predicting progression from normal cognition to mild cognitive impairment for individuals at 5 years

Albert, M., Zhu, Y., Moghekar, A. R., Mori, S., Miller, M. I., Soldan, A., Pettigrew, C., Selnes, O., Li, S. & Wang, M. C., Mar 1 2018, In : Brain. 141, 3, p. 877-887 11 p.

Research output: Contribution to journalArticle

Cognition
Clinical Trials
Alzheimer Disease
Cerebrospinal Fluid
Sensitivity and Specificity

Self-reported Lifestyle Activities in Relation to Longitudinal Cognitive Trajectories

Pettigrew, C., Shao, Y., Zhu, Y., Grega, M., Brichko, R., Wang, M. C., Carlson, M. C., Albert, M. & Soldan, A., Jan 1 2018, (Accepted/In press) In : Alzheimer Disease and Associated Disorders.

Research output: Contribution to journalArticle

Cognitive Reserve
Life Style
Genotype
Cognitive Dysfunction
Prospective Studies
2017

Alternating event processes during lifetimes: population dynamics and statistical inference

Shinohara, R. T., Sun, Y. & Wang, M. C., Aug 7 2017, (Accepted/In press) In : Lifetime Data Analysis. p. 1-16 16 p.

Research output: Contribution to journalArticle

Population dynamics
Population Dynamics
Statistical Inference
Lifetime
Recurrent Events

A two-stage model for wearable device data

Bai, J., Sun, Y., Schrack, J. A., Crainiceanu, C. M. & Wang, M. C., 2017, (Accepted/In press) In : Biometrics.

Research output: Contribution to journalArticle

Two-stage Model
physical activity
Equipment and Supplies
Proxy
observational studies

Cognitive reserve and long-term change in cognition in aging and preclinical Alzheimer's disease

the BIOCARD Research Team, Dec 1 2017, In : Neurobiology of Aging. 60, p. 164-172 9 p.

Research output: Contribution to journalArticle

Cognitive Reserve
Cognition
Alzheimer Disease
Biomarkers
Vocabulary

Editorial

Wang, M. C. & Huang, C. Y., Jan 1 2017, In : Lifetime Data Analysis. 23, 1

Research output: Contribution to journalEditorial

Estimating the ratio of multivariate recurrent event rates with application to a blood transfusion study

Ning, J., Rahbar, M. H., Choi, S., Piao, J., Hong, C., Del Junco, D. J., Rahbar, E., Fox, E. E., Holcomb, J. B. & Wang, M. C., Aug 1 2017, In : Statistical Methods in Medical Research. 26, 4, p. 1969-1981 13 p.

Research output: Contribution to journalArticle

Recurrent Events
Informative Censoring
Blood Transfusion
Blood
Red Blood Cells

Evaluating Utility Measurement From Recurrent Marker Processes in the Presence of Competing Terminal Events

Sun, Y. & Wang, M. C., Apr 4 2017, (Accepted/In press) In : Journal of the American Statistical Association. p. 1-12 12 p.

Research output: Contribution to journalArticle

Estimator
Censoring
Recurrent Events
Competing Risks
Auxiliary Information

Joint modeling of longitudinal, recurrent events and failure time data for survivor's population

Cai, Q., Wang, M. C. & Chan, K. C. G., 2017, (Accepted/In press) In : Biometrics.

Research output: Contribution to journalArticle

Recurrent Events
Joint Modeling
Failure Time Data
Joints
Population

Joint Scale-Change Models for Recurrent Events and Failure Time

Xu, G., Chiou, S. H., Huang, C. Y., Wang, M. C. & Yan, J., Apr 4 2017, (Accepted/In press) In : Journal of the American Statistical Association. p. 1-12 12 p.

Research output: Contribution to journalArticle

Recurrent Events
Failure Time
Frailty
Estimator
Marginal Model

Nonparametric Benefit–Risk Assessment Using Marker Process in the Presence of a Terminal Event

Sun, Y., Huang, C. Y. & Wang, M. C., Apr 4 2017, (Accepted/In press) In : Journal of the American Statistical Association. p. 1-11 11 p.

Research output: Contribution to journalArticle

Longitudinal Study
Treatment Effects
Nonparametric Estimation
Likely
Simulation Study

Nonparametric estimation of medical cost quantiles in the presence of competing terminal events

Wang, M. C. & Sun, Y., Jan 1 2017, In : Biostatistics and Epidemiology. 1, 1, p. 78-91 14 p.

Research output: Contribution to journalArticle

Ambulatory Care
Costs and Cost Analysis
Inpatients
Medicare
Health Policy

Progressive medial temporal lobe atrophy during preclinical Alzheimer's disease

the BIOCARD Research Team, 2017, In : NeuroImage: Clinical. 16, p. 439-446 8 p.

Research output: Contribution to journalArticle

Temporal Lobe
Atrophy
Cerebrospinal Fluid
Alzheimer Disease
Amyloid
Recurrent Events
Modeling
Regression Model
Directly proportional
Semiparametric Regression Model

The BIOCARD Index: A Summary Measure to Predict Onset of Mild Cognitive Impairment

the BIOCARD Research Team, Apr 7 2017, (Accepted/In press) In : Alzheimer Disease and Associated Disorders.

Research output: Contribution to journalArticle

Cerebrovascular Disorders
Cognitive Dysfunction
Neuroimaging
Brain Injuries
Physical Examination
2016

Cognitive reserve and cortical thickness in preclinical Alzheimer’s disease

Pettigrew, C., Soldan, A., Zhu, Y., Wang, M. C., Brown, T., Miller, M., Albert, M. & The Biocard Research Team, B. R. T., Aug 20 2016, (Accepted/In press) In : Brain Imaging and Behavior. p. 1-11 11 p.

Research output: Contribution to journalArticle

Cognitive Reserve
Alzheimer Disease
Magnetic Resonance Imaging
Vocabulary
Proportional Hazards Models

Cortical thickness in relation to clinical symptom onset in preclinical AD

the BIOCARD Research Team, 2016, In : NeuroImage: Clinical. 12, p. 116-122 7 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Magnetic Resonance Imaging
Proportional Hazards Models
Cognition
Cerebrospinal Fluid

Hypothetical preclinical Alzheimer disease groups and longitudinal cognitive change

Soldan, A., Pettigrew, C., Cai, Q., Wang, M. C., Moghekar, A. R., O'Brien, R. J., Selnes, O. A., Albert, M. S., Rodzon, B., Gottesman, R., Sacktor, N., McKhann, G., Turner, S., Farrington, L., Grega, M., Rudow, G., D'Agostino, D., Rudow, S., Miller, M., Mori, S. & 21 others, Ratnanather, T., Brown, T., Chi, H., Kolasny, A., Oishi, K., Reigel, T., Younes, L., Spangler, A., Scherer, R., Shade, D., Ervin, A., Jones, J., Toepfner, M., Parlett, L., Patterson, A., Mohammed, A., Lu, D., Troncoso, J., Crain, B., Pletnikova, O. & Fisher, K., Jun 1 2016, In : JAMA Neurology. 73, 6, p. 698-705 8 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Pathology
Cerebrospinal Fluid
Clinical Trials
Repression (Psychology)

Nonparametric analysis of bivariate gap time with competing risks

Huang, C. Y., Wang, C. & Wang, M. C., Sep 1 2016, In : Biometrics. 72, 3, p. 780-790 11 p.

Research output: Contribution to journalArticle

Competing Risks
Cumulative Incidence Function
Recurrence
incidence
Nonparametric Estimator

The association of maternal obesity and diabetes with autism and other developmental disabilities

Li, M., Fallin, D. D., Riley, A. W., Landa, R., Walker, S. O., Silverstein, M., Caruso, D., Pearson, C., Kiang, S., Dahm, J. L., Hong, X., Wang, G., Wang, M. C., Zuckerman, B. & Wang, X., Feb 1 2016, In : Pediatrics. 137, 2, e20152206.

Research output: Contribution to journalArticle

Developmental Disabilities
Autistic Disorder
Obesity
Mothers
Intellectual Disability

Weight Gain in Infancy and Overweight or Obesity in Childhood across the Gestational Spectrum: A Prospective Birth Cohort Study

Wang, G., Johnson, S., Gong, Y., Polk, S., Divall, S., Radovick, S., Moon, M. R., Paige, D. M., Hong, X., Caruso, D., Chen, Z., Mallow, E., Walker, S. O., Mao, G., Pearson, C., Wang, M. C., Zuckerman, B., Cheng, T. L. & Wang, X., Jul 15 2016, In : Scientific Reports. 6, 29867.

Research output: Contribution to journalArticle

Pediatric Obesity
Weight Gain
Cohort Studies
Parturition
Thinness
2015
Cohort Study
Persistence
Pairwise Likelihood
Composite Likelihood
Multiple Outcomes

A semi-stationary copula model approach for bivariate survival data with interval sampling

Zhu, H. & Wang, M. C., May 1 2015, In : The international journal of biostatistics. 11, 1, p. 151-173 23 p.

Research output: Contribution to journalArticle

Copula Models
Survival Data
HIV Infection
Interval
Failure Time

Causal estimation using semiparametric transformation models under prevalent sampling

Cheng, Y. J. & Wang, M. C., Jun 1 2015, In : Biometrics. 71, 2, p. 302-312 11 p.

Research output: Contribution to journalArticle

Transformation Model
Semiparametric Model
Sampling
Selection Bias
Simulation Study

Changes in Aβ biomarkers and associations with APOE genotype in 2 longitudinal cohorts

Resnick, S. M., Bilgel, M., Moghekar, A. R., An, Y., Cai, Q., Wang, M. C., Thambisetty, M., Prince, J. L., Zhou, Y., Soldan, A., Wong, D. F., O'Brien, R. J., Ferrucci, L. & Albert, M., 2015, In : Neurobiology of Aging. 36, 8, p. 2333-2339 7 p.

Research output: Contribution to journalArticle

Apolipoproteins E
Biomarkers
Genotype
Positron-Emission Tomography
Apolipoprotein E4

Network neurodegeneration in Alzheimer's disease via MRI based shape diffeomorphometry and high-field atlasing

BIOCARD Research Team, Jan 1 2015, In : Frontiers in Bioengineering and Biotechnology. 3, MAY, 54.

Research output: Contribution to journalArticle

Entorhinal Cortex
Atlases
Magnetic resonance imaging
Alzheimer Disease
Temporal Lobe

On the dependence structure of bivariate recurrent event processes: Inference and estimation

Ning, J., Chen, Y., Cai, C., Huang, X. & Wang, M. C., 2015, In : Biometrika. 102, 2, p. 345-358 14 p.

Research output: Contribution to journalArticle

Recurrent Events
Dependence Structure
sarcoma
longitudinal studies
Composite Likelihood
Amyloid
Episodic Memory
Cognition
Cerebrospinal Fluid
Alzheimer Disease

Relationship of medial temporal lobe atrophy, APOE genotype, and cognitive reserve in preclinical Alzheimer's disease

the BIOCARD Research Team, Jul 1 2015, In : Human Brain Mapping. 36, 7, p. 2826-2841 16 p.

Research output: Contribution to journalArticle

Cognitive Reserve
Temporal Lobe
Atrophy
Alzheimer Disease
Genotype

ROC analysis for multiple markers with tree-based classification

Wang, M. C. & Li, S., 2015, Lecture Notes in Statistics. Springer Science and Business Media, LLC, Vol. 215. p. 179-198 20 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ROC Analysis
Biomarkers
Univariate
Classifier
Classification Rules
2014

Cognitive changes preceding clinical symptom onset of mild cognitive impairment and relationship to apoe genotype

Albert, M., Soldan, A., Gottesman, R. F., McKhann, G., Sacktor, N., Farrington, L., Grega, M., Turner, R., Lu, Y., Li, S., Wang, M. C. & Selnes, O., Jan 1 2014, In : Current Alzheimer Research. 11, 8, p. 773-784 12 p.

Research output: Contribution to journalArticle

Apolipoprotein E4
Apolipoproteins E
Genotype
Dementia
Consensus

Nonparametric inference on bivariate survival data with interval sampling: Association estimation and testing

Zhu, H. & Wang, M. C., 2014, In : Biometrika. 101, 3, p. 519-533 15 p.

Research output: Contribution to journalArticle

Nonparametric Inference
Survival Data
Sampling
Testing
Interval

Preconception serum 1,1,1-trichloro-2,2,bis(p-chlorophenyl)ethane and B-vitamin status: Independent and joint effects on women's reproductive outcomes

Ouyang, F., Longnecker, M. P., Venners, S. A., Johnson, S., Korrick, S., Zhang, J., Xu, X., Christian, P. S., Wang, M. C. & Wang, X., Dec 1 2014, In : American Journal of Clinical Nutrition. 100, 6, p. 1470-1478 9 p.

Research output: Contribution to journalArticle

Vitamin B Complex
DDT
Pregnancy
Serum
Vitamin B Deficiency

Preterm birth and random plasma insulin levels at birth and in early childhood

Wang, G., Divall, S., Radovick, S., Paige, D. M., Ning, Y., Chen, Z., Ji, Y., Hong, X., Walker, S. O., Caruso, D., Pearson, C., Wang, M. C., Zuckerman, B., Cheng, T. L. & Wang, X., 2014, In : Journal of the American Medical Association. 311, 6, p. 587-596 10 p.

Research output: Contribution to journalArticle

Premature Birth
Parturition
Insulin
Fetal Blood
Gestational Age

Risk of end-stage renal disease following live kidney donation

Muzaale, A., Massie, A. B., Wang, M. C., Montgomery, R. A., McBride, M. A., Wainright, J. L. & Segev, D., 2014, In : Journal of the American Medical Association. 311, 6, p. 579-586 8 p.

Research output: Contribution to journalArticle

Chronic Kidney Failure
Tissue Donors
Kidney
Nutrition Surveys
Population

Statistical inference methods for recurrent event processes with shape and size parameters

Wang, M. C. & Huang, C. Y., 2014, In : Biometrika. 101, 3, p. 553-566 14 p.

Research output: Contribution to journalArticle

Recurrent Events
Statistical Inference
statistical analysis
Rate Function
testing
2013

CSF biomarker changes precede symptom onset of mild cognitive impairment

Moghekar, A. R., Li, S., Lu, Y., Li, M., Wang, M. C., Albert, M. & O'Brien, R., Nov 12 2013, In : Neurology. 81, 20, p. 1753-1758 6 p.

Research output: Contribution to journalArticle

Amyloid
Biomarkers
Neurobehavioral Manifestations
Macrophage Colony-Stimulating Factor
Cognition

Relationship of cognitive reserve and APOE status to the emergence of clinical symptoms in preclinical Alzheimer's disease

Pettigrew, C., Soldan, A., Li, S., Lu, Y., Wang, M. C., Selnes, O. A., Moghekar, A. R., O'Brien, R. & Albert, M., Dec 2013, In : Cognitive Neuroscience. 4, 3-4, p. 136-142 7 p.

Research output: Contribution to journalArticle

Cognitive Reserve
Alzheimer Disease
Cognition
Alleles
Vocabulary
Cognitive Reserve
Cerebrospinal Fluid
Alzheimer Disease
Biomarkers
Amyloid

ROC analysis for multiple markers with tree-based classification

Wang, M. C. & Li, S., 2013, In : Lifetime Data Analysis. 19, 2, p. 257-277 21 p.

Research output: Contribution to journalArticle

Operating Characteristics
ROC Curve
Receiver
Biomarkers
Characteristic Function

The diffeomorphometry of temporal lobe structures in preclinical Alzheimer's disease

Miller, M. I., Younes, L., Ratnanather, J. T., Brown, T., Trinh, H., Postell, E., Lee, D. S., Wang, M. C., Mori, S., O'Brien, R. & Albert, M., 2013, In : NeuroImage: Clinical. 3, p. 352-360 9 p.

Research output: Contribution to journalArticle

Entorhinal Cortex
Temporal Lobe
Alzheimer Disease
Amygdala
Hippocampus
Hospital Emergency Service
Randomized Controlled Trials
Pediatrics
Safety
Child Restraint Systems
2012

Analysing bivariate survival data with interval sampling and application to cancer epidemiology

Zhu, H. & Wang, M. C., Jun 2012, In : Biometrika. 99, 2, p. 345-361 17 p.

Research output: Contribution to journalArticle

Epidemiology
Survival Data
epidemiology
Cancer
Sampling

Bivariate Marker Measurements and ROC Analysis

Wang, M. C. & Li, S., Dec 2012, In : Biometrics. 68, 4, p. 1207-1218 12 p.

Research output: Contribution to journalArticle

Operating Characteristics
ROC Curve
Receiver
Classifier
Classifiers

Estimating Incident Population Distribution from Prevalent Data

Chan, K. C. G. & Wang, M. C., Jun 2012, In : Biometrics. 68, 2, p. 521-531 11 p.

Research output: Contribution to journalArticle

Population distribution
population distribution
Baseline
Demography
Sampling