Michael D. Escobar

Michael D. Escobar's AcademicInfluence.com Rankings

Michael D. Escobar

Mathematics

#8011

World Rank

#10878

Historical Rank

Probability Theory

#151

World Rank

#180

Historical Rank

Statistics

#1102

World Rank

#1205

Historical Rank

Measure Theory

#3243

World Rank

#3835

Historical Rank

mathematics Degrees

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Mathematics

Michael D. Escobar's Degrees

PhD Statistics Stanford University
Masters Statistics University of California, Berkeley
Bachelors Mathematics University of California, Berkeley

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Why Is Michael D. Escobar Influential?

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According to Wikipedia, Michael David Escobar is an American biostatistician who is known for Bayesian nonparametrics, mixture models. Education and career Escobar earned a degree in mathematics at Tufts University in 1981 followed by a doctorate in statistics at Yale University in 1988 under the supervision of John Hartigan. Between 1990 and 1994, he was an assistant professor at Carnegie Mellon University. Escobar subsequently joined the University of Toronto faculty. In 2015, he was elected a fellow of the American Statistical Association.

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Michael D. Escobar's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Bayesian Density Estimation and Inference Using Mixtures (1995) (2439)
Markov Chain Sampling Methods for Dirichlet Process Mixture Models (2000) (676)
Estimating Normal Means with a Dirichlet Process Prior (1994) (624)
Hierarchical priors and mixture models, with applications in regression and density estimation (2006) (291)
Long term outcomes after moderate to severe traumatic brain injury (2004) (209)
The use of the Tobit model for analyzing measures of health status (2004) (205)
Computing Nonparametric Hierarchical Models (1998) (141)
Effect of motor vehicle emissions on respiratory health in an urban area. (2002) (137)
Incidence and estimated rates of residual risk for HIV, hepatitis C, hepatitis B and human T-cell lymphotropic viruses in blood donors in Canada, 1990-2000. (2003) (135)
Development of chlorine dioxide-related by-product models for drinking water treatment. (2002) (99)
Prior opiate injection and incarceration history predict injection drug use among inmates. (2003) (82)
Long-term survival following traumatic brain injury (2005) (77)
Predictors of postacute mortality following traumatic brain injury in a seriously injured population. (2008) (73)
Pathways to suicidality across ethnic groups in Canadian adults: the possible role of social stress (2007) (66)
A Risk Index for Sternal Surgical Wound Infection After Cardiovascular Surgery (2003) (64)
Are UN peacekeepers at risk for suicide? (2001) (57)
Women's health outcomes after traumatic brain injury. (2010) (52)
Voluntary HIV Testing Among Inmates: Sociodemographic, Behavioral Risk, and Attitudinal Correlates (2003) (39)
Should sacrospinous ligament fixation for the management of pelvic support defects be part of a residency program procedure? The University of Miami experience. (1998) (39)
A Metropolis-Hastings based method for sampling from the G-Wishart distribution in Gaussian graphical models (2011) (33)
Condom use among Aboriginal people in Ontario, Canada (1998) (31)
Using geographical information systems mapping to identify areas presenting high risk for traumatic brain injury (2011) (28)
Nonparametric statistical inference method for partial areas under receiver operating characteristic curves, with application to genomic studies (2008) (26)
Long-Term Health Service Outcomes Among Women With Traumatic Brain Injury. (2016) (24)
Ethnicity and mental health: conceptualization, definition and operationalization of ethnicity from a Canadian context. (2008) (22)
Measuring heterogeneity in forensic databases using hierarchical Bayes models (1998) (22)
Bayesian modeling of missing data in clinical research (2005) (20)
A model-based prediction for transvaginal ultrasonographic identification of early intrauterine pregnancy. (1992) (19)
Neck Injury Comorbidity in Concussion-Related Emergency Department Visits: A Population-Based Study of Sex Differences Across the Life Span (2019) (18)
Data mining to understand health status preceding traumatic brain injury (2019) (18)
Algorithm AS 262: A Two-Sample Test for Incomplete Multivariate Data (1991) (17)
Nonparametric Bayesian methods in hierarchical models (1995) (16)
The use of finite mixture models to estimate the distribution of the health utilities index in the presence of a ceiling effect (2003) (14)
Comorbidity and outcomes in traumatic brain injury: protocol for a systematic review on functional status and risk of death (2017) (14)
Mixture models for eye-tracking data: a case study. (1996) (12)
Prediction of Drosophila melanogaster gene function using Support Vector Machines (2013) (11)
Cognitive , Emotional , and Behavioral Problems Associated with Traumatic Brain Injury : A Concept Map of Patient , Family , and Provider Perspectives (2000) (10)
Generalised Binomial Models to Examine the Historical Control Assumption in Active Control Equivalence Studies (1989) (9)
Comorbidity in adults with traumatic brain injury and all-cause mortality: a systematic review (2019) (9)
Recurrent congenital heart block in neonatal lupus (2007) (8)
Sex-specific incident dementia in patients with central nervous system trauma (2019) (8)
Data mining to understand how health status preceding traumatic brain injury affects functional outcome: A population-based sex-stratified study. (2020) (8)
Follow-Up Visit Patterns in an Antiretroviral Therapy (ART) Programme in Zomba, Malawi (2014) (8)
Analyzing differences between microbiome communities using mixture distributions (2018) (7)
Comprehensive Functional Echocardiographic Assessment of Transposition of the Great Arteries: From Fetus to Newborn (2020) (6)
A Time Series-Based Point Estimation of Stop Signal Reaction Times: More Evidence on the Role of Reactive Inhibition-Proactive Inhibition Interplay on the SSRT Estimations † (2020) (6)
A population-based sex-stratified study to understand how health status preceding traumatic brain injury affects direct medical cost (2020) (5)
A frequentist mixture modeling of stop signal reaction times (2019) (5)
A Bayesian Mixture Modelling of Stop Signal Reaction Time Distributions: The Second Contextual Solution for the Problem of Aftereffects of Inhibition on SSRT Estimations (2020) (5)
Sex-specific analysis of traumatic brain injury events: applying computational and data visualization techniques to inform prevention and management (2022) (4)
Is Cognitive Performance Related to Level of Community Integration Many Years after Traumatic Brain Injury? (2000) (4)
Pre-injury health status and excess mortality in persons with traumatic brain injury: A decade-long historical cohort study. (2020) (4)
OP01.05: Prenatal diagnosis and treatment planning of conotruncal anomalies: fetal echocardiographic features, associated anomalies and outcome (2011) (2)
The Impact of a Comorbid Spinal Cord Injury on Cognitive Outcomes of Male and Female Patients with Traumatic Brain Injury (2020) (2)
Decoding health status transitions of over 200 000 patients with traumatic brain injury from preceding injury to the injury event (2022) (2)
Survival functions for defining a clinical management Lost To Follow-Up (LTFU) cut-off in Antiretroviral Therapy (ART) program in Zomba, Malawi (2016) (2)
Application of multiple testing procedures for identifying relevant comorbidities, from a large set, in traumatic brain injury for research applications utilizing big health-administrative data (2022) (1)
OP01.01: The functional single ventricle heart in the fetus: accuracy of prenatal diagnosis and outcome (2011) (1)
The Asymmetric Laplace Gaussian (ALG) Distribution as the Descriptive Model for the Internal Proactive Inhibition in the Standard Stop Signal Task (2021) (1)
The Bias-Variance Tradeoff of Doubly Robust Estimator with Targeted $L_1$ regularized Neural Networks Predictions (2021) (1)
Prediction of Drosophila melanogaster gene function using Support Vector Machines (2013) (1)
Estimating total species using a weighted combination of expected mixture distribution component counts (2020) (1)
A Population-Based Sex-Stratified Study to Understand How Health Status Preceding Traumatic Brain Injury Affects Functional Outcome (2021) (1)
Well-Being and Mental Health in Teachers: The Life Impact of COVID-19 (2022) (1)
Comorbidity in traumatic brain injury and functional outcomes: a systematic review. (2021) (1)
Article 18: Women's Health Outcomes After Traumatic Brain Injury (2009) (1)
High Survival In Congenital Atrioventricular Block Associated With Heterotaxy Syndrome Detected In Prenatal Life (2013) (0)
Sleep Disorders And Alzheimer’s Disease In Traumatic Brain Injury: A Population-Based Cohort Study (2019) (0)
Gender versus sex in predicting outcomes of traumatic brain injury: A cohort study utilizing large administrative databases (2023) (0)
Traumatic Brain Injury: Data Mining to Identify Novel Associations and Temporal Relationships (2019) (0)
The AL-Gaussian Distribution as the Descriptive Model for the Internal Proactive Inhibition in the Standard Stop Signal Task (2021) (0)
Health Status Transitions Related to Traumatic Brain Injury. (2021) (0)
Data-Driven Analysis for Detecting Transitions in Health Status in Traumatic Brain Injury: Implications For Prevention (2022) (0)
Decoding health status transitions of over 200 000 patients with traumatic brain injury from preceding injury to the injury event (2022) (0)
The authors reply (2003) (0)
A semi‐parametric estimate of extra‐Poisson variation for vital rates by M. Fay and E. Feuer, Statistics in Medicine 1997; 16:2389–2401 (2007) (0)
Poster 21: Postacute mortality after moderate to severe traumatic brain injury1 (2003) (0)
Doubly Robust Estimation with Machine Learning Predictions (2021) (0)
The American Association of Suicidology Are UN Peacekeepers at Risk for Suicide ? (2003) (0)
Comorbid Neck Injuries in Concussion-Related Emergency Department Visits: A Population-Based Study (2019) (0)
Abstract 17720: Perinatal Outcomes and Current Status after Prenatal Diagnosis of Heterotaxy Syndrome (2012) (0)
OP05.08: Cardiac cycle timing parameters in fetuses with right ventricle outflow tract obstruction (2021) (0)
Role of Environment in Cyclist Injuries in Toronto - Some Methodological Questions (2014) (0)
Trend in Prenatal Diagnosis of Transposition of the Great Arteries With Intact Ventricular Septum Over 20 Years, and Impact On Neonatal Status (2013) (0)
OC17.02: Assessment of fetal right ventricular systolic function: nomograms of fractional area change by 2D‐echocardiography (2019) (0)
Data mining to understand health status preceding traumatic brain injury (2019) (0)
OC12.07: Cord blood cardiovascular biomarkers in left‐sided congenital heart disease (2021) (0)
DIASTOLIC FUNCTION IN FETUSES UNDERGOING FETAL AORTIC VALVULOPLASTY (2014) (0)
Cord blood cardiovascular biomarkers in tetralogy of fallot and D-transposition of great arteries (2023) (0)
Abstract 18132: Prenatal Evaluation of the Fetal Cardiovascular Profile Score in a Multicenter Study of Ebstein Anomaly/Tricuspid Valve Dysplasia (2015) (0)
SLEEP DISORDER INCREASES THE RISK OF INCIDENT DEMENTIA AND ALZHEIMER’S DISEASE IN PERSONS WITH CENTRAL NERVOUS SYSTEM TRAUMA: A RETROSPECTIVE COHORT STUDY (2019) (0)
Prospective study of HIV infection among parenteral drug abusers. (1989) (0)
Comorbidity-Related Functional Implications In Traumatic Brain Injury: A Systematic Review (2021) (0)
Poster 82: Predictors of Postacute Mortality After Traumatic Brain Injury (2006) (0)
Sex-Specific Human, Agent, and Environment-Related Interactions in Traumatic Brain Injury: Utility of The Haddon Matrix (2022) (0)

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Michael D. Escobar's Academic­Influence.com Rankings

Michael D. Escobar's Degrees

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Why Is Michael D. Escobar Influential?

Michael D. Escobar's Published Works

Published Works

Other Resources About Michael D. Escobar

What Schools Are Affiliated With Michael D. Escobar?

Michael D. Escobar's AcademicInfluence.com Rankings