Babette Brumback
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American biostatistician
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Babette Brumback's Degrees
- PhD Biostatistics University of Washington
- Masters Biostatistics University of Washington
- Bachelors Mathematics University of Washington
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Why Is Babette Brumback Influential?
(Suggest an Edit or Addition)According to Wikipedia, Babette Anne Brumback is an American biostatistician known for her work on causal inference. She is a professor of biostatistics at the University of Florida. Education and career Brumback earned a bachelor's degree in electrical engineering at the University of Virginia in 1988. She went to the University of California, Berkeley for graduate study, originally in electrical engineering and computer science but then switching to statistics; she earned a master's degree in 1992 and completed her Ph.D. in 1996. Her dissertation, Statistical Methods for Hormone Data, was supervised by John A. Rice.
Babette Brumback'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
- Marginal Structural Models and Causal Inference in Epidemiology (2000) (4586)
- Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. (2000) (1567)
- Marginal Structural Models to Estimate the Joint Causal Effect of Nonrandomized Treatments (2001) (451)
- Smoothing spline models for the analysis of nested and crossed samples of curves. Commentaries. Authors' reply (1998) (411)
- An overview of relations among causal modelling methods. (2002) (388)
- Estimating the causal effect of zidovudine on CD4 count with a marginal structural model for repeated measures (2002) (319)
- Sensitivity analyses for unmeasured confounding assuming a marginal structural model for repeated measures (2004) (215)
- Assessing the impact of a school‐based water treatment, hygiene and sanitation programme on pupil absence in Nyanza Province, Kenya: a cluster‐randomized trial (2011) (206)
- Comparison of parent-only vs family-based interventions for overweight children in underserved rural settings: outcomes from project STORY. (2008) (203)
- Assessing the Relationship Between Social Vulnerability and Community Resilience to Hazards (2015) (198)
- Transitional Regression Models, with Application to Environmental Time Series (2000) (171)
- Human Myeloid-derived Suppressor Cells are Associated With Chronic Immune Suppression After Severe Sepsis/Septic Shock (2017) (160)
- Variable Selection and Function Estimation in Additive Nonparametric Regression Using a Data-Based Prior: Comment (1999) (126)
- Methylation of CASP8, DCR2, and HIN-1 in Neuroblastoma Is Associated with Poor Outcome (2007) (109)
- Phase II randomized comparison of topotecan plus cyclophosphamide versus topotecan alone in children with recurrent or refractory neuroblastoma: a Children's Oncology Group study. (2010) (103)
- Evidence for Persistent Immune Suppression in Patients Who Develop Chronic Critical Illness After Sepsis (2017) (88)
- Human leukocyte antigen class II and cervical cancer risk: a population-based study. (2002) (86)
- Factors associated with initiation and completion of human papillomavirus vaccine series among young women enrolled in Medicaid. (2010) (86)
- The Development of Chronic Critical Illness Determines Physical Function, Quality of Life, and Long-Term Survival Among Early Survivors of Sepsis in Surgical ICUs* (2019) (82)
- Comparison of program costs for parent-only and family-based interventions for pediatric obesity in medically underserved rural settings. (2009) (79)
- Benchmarking clinical outcomes and the immunocatabolic phenotype of chronic critical illness after sepsis in surgical intensive care unit patients (2017) (71)
- The impact of a school-based water supply and treatment, hygiene, and sanitation programme on pupil diarrhoea: a cluster-randomized trial (2013) (71)
- The Epidemiology of Chronic Critical Illness After Severe Traumatic Injury at Two Level–One Trauma Centers* (2017) (69)
- Item development and validity testing for a self- and proxy report: the safe driving behavior measure. (2010) (62)
- Predictors of close family relationships over one year among homeless young people. (2005) (60)
- Adjusting for confounding by cluster using generalized linear mixed models (2010) (57)
- Sepsis and Critical Illness Research Center investigators: protocols and standard operating procedures for a prospective cohort study of sepsis in critically ill surgical patients (2017) (55)
- Alcohol consumption patterns and HIV viral suppression among persons receiving HIV care in Florida: an observational study (2017) (53)
- Monitoring Water Sources for Environmental Reservoirs of Toxigenic Vibrio cholerae O1, Haiti (2014) (52)
- Myeloid-derived suppressor cell function and epigenetic expression evolves over time after surgical sepsis (2019) (50)
- MRI-leukoaraiosis thresholds and the phenotypic expression of dementia (2012) (49)
- Area-Level Socioeconomic Position and Repeat Mammography Screening Use: Results from the 2005 National Health Interview Survey (2011) (44)
- Phrenic nerve stimulation increases human diaphragm fiber force after cardiothoracic surgery. (2014) (38)
- The impact of age on the innate immune response and outcomes after severe sepsis/septic shock in trauma and surgical intensive care unit patients (2018) (37)
- Caregivers of Older Adults With Cognitive Impairment (2009) (35)
- US national trends in bariatric surgery: A decade of study. (2021) (34)
- The Extension Family Lifestyle Intervention Project (E-FLIP for Kids): design and methods. (2011) (34)
- On effect‐measure modification: Relationships among changes in the relative risk, odds ratio, and risk difference (2008) (34)
- Factors Associated With Pupil Toilet Use in Kenyan Primary Schools (2014) (32)
- Gray and White Matter Contributions to Cognitive Frontostriatal Deficits in Non-Demented Parkinson's Disease (2016) (32)
- Testing and estimating model-adjusted effect-measure modification using marginal structural models and complex survey data. (2010) (31)
- Driving errors in Parkinson's disease: moving closer to predicting on-road outcomes. (2014) (30)
- Older Sepsis Survivors Suffer Persistent Disability Burden and Poor Long‐Term Survival (2020) (29)
- Psychometrics of the self-report safe driving behavior measure for older adults. (2012) (29)
- Rater reliability and rater effects of the Safe Driving Behavior Measure. (2012) (27)
- Adverse effects of chorionic villus sampling: a meta-analysis. (1999) (26)
- Considering total intracranial volume and other nuisance variables in brain voxel based morphometry in idiopathic PD (2017) (25)
- Estimating the Effect of School Water, Sanitation, and Hygiene Improvements on Pupil Health Outcomes (2016) (22)
- The Intensity‐Score Approach to Adjusting for Confounding (2003) (22)
- What's in a name? Psychosomatic medicine and biobehavioral medicine. (2009) (22)
- Adjusting for confounding by neighborhood using generalized linear mixed models and complex survey data (2013) (21)
- Comparing marginal structural models to standard methods for estimating treatment effects of antihypertensive combination therapy (2012) (21)
- Prospective Validation of a Transcriptomic Metric in Severe Trauma. (2020) (20)
- Focus Group Findings for the Self-Report Safe Driving Behaviour Measure (2011) (20)
- The community-based healthy-lifestyle intervention for rural preschools (CHIRP) study: design and methods. (2013) (20)
- A meta-analysis of case-control and cohort studies with interval-censored exposure data: application to chorionic villus sampling. (2000) (19)
- Phenotypic heterogeneity by site of infection in surgical sepsis: a prospective longitudinal study (2020) (19)
- Examining the responses of the zebrafish (Danio rerio) gastrointestinal system to the suspected obesogen diethylhexyl phthalate. (2019) (18)
- Efforts to adjust for confounding by neighborhood using complex survey data (2010) (18)
- Adjusting for confounding by neighborhood using a proportional odds model and complex survey data. (2012) (17)
- The relationship between individual characteristics and HIV-related stigma in adults living with HIV: medical monitoring project, Florida, 2015–2016 (2020) (17)
- Persistent inflammation and anemia among critically ill septic patients (2019) (16)
- Does an interactive trust-enhanced electronic consent improve patient experiences when asked to share their health records for research? A randomized trial (2019) (16)
- Development and validation of a complexity score to rank hospitalized patients at risk for preventable adverse drug events (2017) (16)
- Using structural‐nested models to estimate the effect of cluster‐level adherence on individual‐level outcomes with a three‐armed cluster‐randomized trial (2014) (16)
- The Florida Cohort study: methodology, initial findings and lessons learned from a multisite cohort of people living with HIV in Florida (2020) (16)
- Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves: Rejoinder (1998) (16)
- Adjusting for confounding by neighborhood using complex survey data (2011) (16)
- Regional leukoaraiosis and cognition in non-demented older adults (2018) (15)
- Comparison of peripheral arterial response to mental stress in men versus women with coronary artery disease. (2008) (15)
- Prognostic value of NT-proBNP levels in the acute phase of sepsis on lower long-term physical function and muscle strength in sepsis survivors (2019) (15)
- Reduction in Drinking was Associated With Improved Clinical Outcomes in Women With HIV Infection and Unhealthy Alcohol Use: Results From a Randomized Clinical Trial of Oral Naltrexone Versus Placebo. (2019) (14)
- Metabolic costs of daily activity in older adults (Chores XL) study: Design and methods (2017) (14)
- Evaluating the Economic Impact of Palliative and End-of-Life Care Interventions on Intensive Care Unit Utilization and Costs from the Hospital and Healthcare System Perspective. (2017) (14)
- Identifying and characterizing preventable adverse drug events for prioritizing pharmacist intervention in hospitals (2017) (13)
- Validation of algorithms to estimate gestational age at birth in the Medicaid Analytic eXtract—Quantifying the misclassification of maternal drug exposure during pregnancy (2020) (12)
- Phosphatidylethanol in Comparison to Self‐Reported Alcohol Consumption Among HIV‐Infected Women in a Randomized Controlled Trial of Naltrexone for Reducing Hazardous Drinking (2018) (12)
- Dissociating Statistically-Determined Alzheimer's Disease/Vascular Dementia Neuropsychological Syndromes Using White and Gray Neuroradiological Parameters. (2015) (12)
- A note on using the estimated versus the known propensity score to estimate the average treatment effect (2009) (12)
- Comparative effectiveness of risk mitigation strategies to prevent fetal exposure to mycophenolate (2019) (12)
- Older adults demonstrate biomarker evidence of the persistent inflammation, immunosuppression and catabolism syndrome (PICS) after sepsis. (2021) (11)
- Conditional pseudolikelihood methods for clustered ordinal, multinomial, or count outcomes with complex survey data (2013) (10)
- Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients (2021) (10)
- Multimodal Imaging of Brain Activity to Investigate Walking and Mobility Decline in Older Adults (Mind in Motion Study): Hypothesis, Theory, and Methods (2020) (10)
- Age group differences in healthcare access for people with disabilities: are young adults at increased risk? (2011) (9)
- Transcriptomic responses from improved murine sepsis models can better mimic human surgical sepsis (2020) (8)
- Clinical Trajectories of Acute Kidney Injury in Surgical Sepsis (2020) (8)
- Azithromycin and Sensorineural Hearing Loss in Adults: A Retrospective Cohort Study. (2018) (8)
- DISTINCT IMMUNOLOGIC ENDOTYPES ARE ASSOCIATED WITH CLINICAL TRAJECTORY AFTER SEVERE BLUNT TRAUMA AND HEMORRHAGIC SHOCK. (2020) (8)
- Acceptability and feasibility of a randomized clinical trial of oral naltrexone vs. placebo for women living with HIV infection: Study design challenges and pilot study results. (2017) (8)
- Statistically Defined Parkinson's Disease Executive and Memory Cognitive Phenotypes: Demographic, Behavioral, and Structural Neuroimaging Comparisons. (2020) (8)
- Behavior Interventions Addressing Obesity in Rural Settings: The E-FLIP for Kids Trial. (2019) (8)
- Causal Directed Acyclic Graphs (2021) (7)
- Methods of estimating or accounting for neighborhood associations with health using complex survey data. (2014) (7)
- Validation of mother‐infant linkage using Medicaid Case ID variable within the Medicaid Analytic eXtract (MAX) database (2019) (7)
- Increased Risk of Acute Pancreatitis with Codeine Use in Patients with a History of Cholecystectomy (2019) (6)
- On the Built-in Restrictions in Linear Mixed Models, with Application to Smoothing Spline Analysis of Variance (2010) (6)
- An Electronic Tool to Support Patient-Centered Broad Consent: A Multi-Arm Randomized Clinical Trial in Family Medicine (2021) (6)
- Healthy behavioral choices and cancer screening in persons living with HIV/AIDS are different by sex and years since HIV diagnosis (2019) (6)
- The Effect of Acute Psychological Stress on QT Dispersion in Patients with Coronary Artery Disease (2009) (6)
- Penalized spline models for longitudinal data (2008) (6)
- Combining adverse pregnancy and perinatal outcomes for women exposed to antiepileptic drugs during pregnancy, using a latent trait model (2017) (6)
- Concomitant Use of Quinolones and Stimulants and the Risk of Adverse Cardiovascular Symptoms: A Retrospective Cohort Study (2019) (5)
- Health-related quality of life among older patients following an emergency department visit and emergency department-to-home coaching intervention: A randomized controlled trial (2017) (5)
- Model‐based standardization to adjust for unmeasured cluster‐level confounders with complex survey data (2015) (5)
- Diaphragm weakness and proteomics (global and redox) modifications in heart failure with reduced ejection fraction in rats. (2020) (5)
- Non-steroidal anti-inflammatory drug-associated acute kidney injury: does short-term NSAID use pose a risk in hospitalized patients? (2021) (5)
- On the use of between–within models to adjust for confounding due to unmeasured cluster-level covariates (2015) (4)
- A dynamic risk model for inpatient falls (2018) (4)
- Quality of opioid prescribing in older adults with or without Alzheimer disease and related dementia (2021) (4)
- Impact of an Emergency Department-to-Home Transitional Care Intervention on Health Service Use in Medicare Beneficiaries (2020) (4)
- Identification of Unique mRNA and miRNA Expression Patterns in Bone Marrow Hematopoietic Stem and Progenitor Cells After Trauma in Older Adults (2020) (4)
- Clustering of temporal profiles using a Bayesian logistic mixture model: Analyzing groundwater level data to understand the characteristics of urban groundwater recharge (2009) (4)
- Visual Attention Cut Points for Driver Fitness in Parkinson’s Disease (2019) (4)
- An Equivalence of Conditional and Unconditional Maximum Likelihood Estimators via Infinite Replication of Observations (2013) (3)
- Promoting Clinical Conversations about Lung Cancer Screening: Exploring the Role of Perceived Online Social Support (2020) (3)
- Analytic strategies to evaluate the association of time-varying exposures to HIV-related outcomes: Alcohol consumption as an example. (2016) (3)
- Glucose dysregulation among veterans living with schizophrenia-related disorders after switching second-generation antipsychotics. (2009) (3)
- 1748 (2019) (3)
- Sparse canonical correlation analysis between an alcohol biomarker and self-reported alcohol consumption (2017) (3)
- Causal inference with complex sampling designs (2012) (2)
- HIV-related stigma and life goals among people living with HIV (PLWH) in Florida (2020) (2)
- Fidelity of a Traffic Safety Education Intervention for Combat Veterans (2021) (2)
- Comparative Safety of Sleeve Gastrectomy and Roux-en-Y: A Propensity Score Analysis (2022) (2)
- Calibration of Chronic Lung Disease Severity as a Risk Factor for Respiratory Syncytial Virus Hospitalization. (2020) (2)
- Use of negative controls in a prescription sequence symmetry analysis to reduce time‐varying bias (2021) (2)
- Natural Disaster and Disability: Case Study of the Florida 2004 Hurricane Season Based on the Behavioral Risk Factor Surveillance System (BRFSS) (2007) (2)
- Fundamentals of Causal Inference with R (2021) (2)
- Doubly robust testing and estimation of model‐adjusted effect‐measure modification with complex survey data (2013) (2)
- Estimating a weighted average of stratum‐specific parameters (2008) (2)
- Peer Reviewed: Caregivers of Older Adults With Cognitive Impairment (2009) (1)
- Negative Consequences of Alcohol Use among People Living with HIV (2021) (1)
- The Mantel–Haenszel estimator adapted for complex survey designs is not dually consistent (2011) (1)
- Secondary Aanalysis of a Randomized Clinical Trial of Naltrexone among Women Living with HIV: Correlations between Reductions in Self-Reported Alcohol Use and Changes in Phosphatidylethanol (PEth). (2020) (1)
- Erratum to: Considering total intracranial volume and other nuisance variables in brain voxel based morphometry in idiopathic PD (2017) (1)
- Adjusting for unmeasured confounding due to either of two crossed factors with a logistic regression model (2016) (1)
- Impact of Reduction in Drinking vs. complete Cessation on the Severity and Type of Alcohol-Related Problems in Women Living with HIV (2021) (1)
- Assessing risk factors for latent and active tuberculosis among persons living with HIV in Florida: A comparison of self-reports and medical records (2022) (1)
- Usability of encounter data for Medicaid comprehensive managed care vs traditional Medicaid fee‐for‐service claims among pregnant women (2019) (1)
- Disagreement Concerning Effect-Measure Modification (2021) (1)
- Causal Inference in Cancer Clinical Trials (2012) (1)
- Model‐based standardization using an outcome model with random effects (2019) (1)
- Improved 1-year outcomes after active cooling during left atrial radiofrequency ablation (2023) (1)
- Adjusting for Confounding: Difference-in-Differences Estimators (2021) (0)
- Family Bonds Questionnaire (2014) (0)
- 490: ESTIMATED VERSUS MEASURED ENERGY EXPENDITURE IN VENTILATED SURGICAL/TRAUMA ICU PATIENTS (2020) (0)
- Adjusting for Confounding: Instrumental Variables (2021) (0)
- Adjusting for Time-Dependent Confounding (2021) (0)
- Structural Nested Models for Cluster-Randomized Trials (2016) (0)
- Phospholipase D 2 ( PLD 2 ) is crucial for oxidized cholesterol uptake and foam cell formation in atherosclerotic plaques (2017) (0)
- Effects of an Interactive Trust-enhanced Electronic Consent on Patient Experiences with Consenting to Share their Health Records for Research (2019) (0)
- Audiovisual Modules to Enhance Informed Consent in the ICU: A Pilot Study (2020) (0)
- Using Hierarchical Models to Estimate a Weighted Average of Stratum-specific Parameters (2007) (0)
- Mediation (2021) (0)
- 1338: A PILOT STUDY EXAMINING AUDIOVISUAL MODULES TO ENHANCE COMMUNICATION WITH INFORMED CONSENTS (2020) (0)
- Safe Driving Behavior Measure (2018) (0)
- Practice of Epidemiology Methods of Estimating or Accounting for Neighborhood Associations With Health Using Complex Survey Data (2014) (0)
- Perceived Positive Consequences Are Associated with Unhealthy Alcohol Use Among Persons Living with HIV. (2020) (0)
- Prevalence of HIV-related stigma in adults living with HIV & disability in Florida, 2015–2016 (2021) (0)
- Potential Outcomes and the Fundamental Problem of Causal Inference (2021) (0)
- 1748: ESTIMATED VERSUS MEASURED ENERGY EXPENDITURE IN VENTILATED SURGICAL-TRAUMA CRITICALLY ILL PATIENTS (2019) (0)
- Introduction (2021) (0)
- 602: MEASURED VERSUS ESTIMATED ENERGY EXPENDITURE IN CRITICALLY ILL VENTILATED SURGICAL-TRAUMA PATIENTS (2021) (0)
- Using Home Coaching to Support Older Adults with Chronic Illness after an Emergency Room Visit (2020) (0)
- 22: CIRCULATING LEUKOCYTE TRANSCRIPTOMES IN CHRONIC CRITICAL ILLNESS VS. RAPID RECOVERY SEPSIS PATIENTS (2020) (0)
- Re: Estimating the Causal Effect of an Exposure on Change From Baseline Using Directed Acyclic Graphs and Path Analysis Respond (2017) (0)
- 1461: THE IMMUNE STATUS AND OUTCOMES OF SEPTIC PATIENTS WHO DEVELOP SECONDARY INFECTIONS (2018) (0)
- 1580 (2019) (0)
- 1580: ANEMIA IS ASSOCIATED WITH POOR LONG-TERM OUTCOMES IN CHRONIC CRITICAL ILLNESS SEPSIS SURVIVORS (2019) (0)
- The Authors Respond. (2017) (0)
- Regional leukoaraiosis and cognition in non-demented older adults (2018) (0)
- Abstract TMP91: Pre-Sepsis P-wave Terminal Force in Lead V1 (PTFV1) as a Predictor of Atrial Fibrillation, In-Hospital Mortality, and Cognition in Sepsis Patients (2020) (0)
- Gaining Efficiency with Precision Variables (2021) (0)
- Effect-Measure Modification and Causal Interaction (2021) (0)
- Adjusting for Confounding: Propensity-Score Methods (2021) (0)
- 1648: A UNIQUE LEUKOCYTE TRANSCRIPTOME IN CHRONIC CRITICAL ILLNESS PATIENTS WITH POOR LONG-TERM OUTCOMES (2020) (0)
- Adjusting for Confounding: Backdoor Method via Standardization (2021) (0)
- (556) Alcohol and medication use as pain treatment among women living with HIV (WLHIV). (2016) (0)
- Healthy behavioral choices and cancer screening in persons living with HIV/AIDS are different by sex and years since HIV diagnosis (2019) (0)
- Corrigendum: Multimodal Imaging of Brain Activity to Investigate Walking and Mobility Decline in Older Adults (Mind in Motion Study): Hypothesis, Theory, and Methods (2020) (0)
- Adjusting for Confounding: Front-Door Method (2021) (0)
- Conditional Probability and Expectation (2021) (0)
- Death or survival, which you measure may affect conclusions: A methodological study (2022) (0)
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