F. Dominici

F. Dominici, D. Segev, R. Montgomery, 2007, American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons.

Medical diagnoses of heat wave-related hospital admissions in older adults.

F. Dominici, J. Bobb, S. Hopp, 2018, Preventive medicine.

Analysis of Threshold Effects for Short-Term Exposure to Ozone and Increased Risk of Mortality

F. Dominici, M. Bell, 2006 .

Estimating treatment efficacy over time: a logistic regression model for binary longitudinal outcomes

F. Dominici, S. Zeger, Leena Choi, 2005, Statistics in medicine.

Associations of short-term exposure to air pollution and increased ambient temperature with psychiatric hospital admissions in older adults in the USA: a case–crossover study

A. Just, F. Dominici, A. Zanobetti, 2022, The Lancet. Planetary health.

Air pollution and cause-specific risks and costs of hospital admissions

J. Schwartz, F. Dominici, A. Zanobetti, 2019 .

Urinary biomarkers of 1,3-butadiene in environmental settings using liquid chromatography isotope dilution tandem mass spectrometry.

F. Dominici, A. Sapkota, R. Halden, 2006, Chemico-biological interactions.

Ambient Fine Particulate Matter, Nitrogen Dioxide, and Hypertensive Disorders of Pregnancy in New York City

F. Dominici, Kazuhiko Ito, D. Savitz, 2015, Epidemiology.

Is Risk-Adjustor Selection More Important Than Statistical Approach for Provider Profiling? Asthma as an Example

F. Dominici, A. Wu, G. Diette, 2005, Medical decision making : an international journal of the Society for Medical Decision Making.

Unequal airborne exposure to toxic metals associated with race, ethnicity, and segregation in the USA

F. Dominici, M. Bell, S. Weichenthal, 2022, Nature Communications.

Human behaviour and wildfire smoke

F. Dominici, Zachary Hervieux-Moore, 2022, Nature Human Behaviour.

Effects of long-term average temperature on cardiovascular disease hospitalizations in an American elderly population

F. Dominici, A. Zanobetti, F. Laden, 2022, Environmental research.

A Breath of Bad Air: Trump Environmental Agenda May Lead to 80 000 Extra Deaths per Decade

F. Dominici, D. Cutler, 2018 .

RACIAL DISPARITIES IN MORTALITY RISKS IN A SAMPLE OF THE U.S. MEDICARE POPULATION

Thomas A. Louis, Francesca Dominici, T. Louis, 2006 .

Parallel Bayesian MCMC Imputation for Multiple Distributed Lag Models

Thomas A. Louis, Brian S. Caffo, Roger D. Peng, 2011 .

High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors.

G. Parmigiani, F. Dominici, Joseph Antonelli, 2017, Bayesian Analysis.

A Bayesian semiparametric framework for causal inference in high-dimensional data

F. Dominici, Joseph Antonelli, 2018, 1805.04899.

All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously

Aaron J. Fisher, F. Dominici, C. Rudin, 2018, J. Mach. Learn. Res..

F. Dominici, R. Peng, M. Bell, 2014, Environmental health perspectives.

Bayesian Distributed Lag Models: Estimating Effects of Particulate Matter Air Pollution on Daily Mortality

S L Zeger, F Dominici, F. Dominici, 2009, Biometrics.

A Bayesian hierarchical distributed lag model for estimating the time course of risk of hospitalization associated with particulate matter air pollution

F. Dominici, R. Peng, L. Welty, 2009 .

A BAYESIAN HIERARCHICAL MODEL FOR CONSTRAINED DISTRIBUTED LAG FUNCTIONS: ESTIMATING THE TIME COURSE OF HOSPITALIZATION ASSOCIATED WITH AIR POLLUTION EXPOSURE

F. Dominici, R. Peng, L. Welty, 2007 .

A Bayesian hierarchical distributed lag model for estimating the time course of hospitalization risk associated with particulate matter air pollution

F. Dominici, R. Peng, L. Welty, 2007 .

Hierarchical Models for Semicompeting Risks Data With Application to Quality of End-of-Life Care for Pancreatic Cancer

Kyu Ha Lee, Francesca Dominici, Deborah Schrag, 2015, Journal of the American Statistical Association.

Bayesian semiparametric analysis of semicompeting risks data: investigating hospital readmission after a pancreatic cancer diagnosis

Kyu Ha Lee, Francesca Dominici, Deborah Schrag, 2015, Journal of the Royal Statistical Society. Series C, Applied statistics.

Bayesian hierarchical distributed lag models for summer ozone exposure and cardio‐respiratory mortality

F. Dominici, M. Bell, Yi Huang, 2005, Environmetrics.

The National Morbidity, Mortality, and Air Pollution Study. Part III: PM10 concentration-response curves and thresholds for the 20 largest US cities.

Michael J Daniels, Francesca Dominici, Scott L Zeger, 2004, Research report.

Estimating particulate matter-mortality dose-response curves and threshold levels: an analysis of daily time-series for the 20 largest US cities.

S L Zeger, M J Daniels, J M Samet, 2000, American journal of epidemiology.

Meta-Analysis of Migraine Headache Treatments: Combining Information from Heterogeneous Designs

Giovanni Parmigiani, Robert L. Wolpert, Vic Hasselblad, 1999 .

National maps of the effects of particulate matter on mortality: exploring geographical variation.

Francesca Dominici, Aidan McDermott, Scott L Zeger, 2002, Environmental health perspectives.

Randomized controlled trial of prenatal zinc supplementation and fetal bone growth.

F. Dominici, J. DiPietro, L. Caulfield, 2004, The American journal of clinical nutrition.

Estimating the Effects of PM2.5 on Life Expectancy Using Causal Modeling Methods

J. Schwartz, F. Dominici, A. Zanobetti, 2018, Environmental health perspectives.

Local and Global Effects of Climate on Dengue Transmission in Puerto Rico

Francesca Dominici, Michael A. Johansson, Gregory E. Glass, 2009, PLoS neglected tropical diseases.

A causal inference framework for cancer cluster investigations using publicly available data

Yue Yang, Francesca Dominici, Rachel C. Nethery, 2018, Journal of the Royal Statistical Society. Series A,.

The role of outdoor and indoor air quality in the spread of SARS-CoV-2: Overview and recommendations by the research group on COVID-19 and particulate matter (RESCOP commission)

E. Colicino, A. Baccarelli, F. Dominici, 2022, Environmental Research.

The effect of long-term exposure to air pollution and seasonal temperature on hospital admissions with cardiovascular and respiratory disease in the United States: A difference-in-differences analysis.

F. Dominici, Q. Di, Liuhua Shi, 2022, The Science of the total environment.

Air Pollutants and Asthma Hospitalization in the Medicaid Population.

F. Dominici, A. Zanobetti, P. Koutrakis, 2022, American journal of respiratory and critical care medicine.

Air pollution and cardiovascular disease hospitalization – Are associations modified by greenness, temperature and humidity?

F. Dominici, A. Zanobetti, F. Laden, 2021, Environment international.

Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model

J. Schwartz, F. Dominici, B. Coull, 2021, Circulation.

Bayesian Model Selection Approach to Multiple Change-Points Detection with Non-Local Prior Distributions

Guosheng Yin, Francesca Dominici, Fei Jiang, 2019, ACM Trans. Knowl. Discov. Data.

Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors

Fei Jiang, Guosheng Yin, Francesca Dominici, 2018, NeurIPS.

Wildfire-specific Fine Particulate Matter and Risk of Hospital Admissions in Urban and Rural Counties

F. Dominici, R. Peng, M. Sulprizio, 2017, Epidemiology.

A SMOOTHING APPROACH TO DATA MASKING

Thomas A. Louis, Francesca Dominici, Yijie Zhous, 2007 .

Associations between greenness and kidney disease in Massachusetts: The US Medicare longitudinal cohort study.

F. Dominici, M. Bell, Seulkee Heo, 2023, Environment international.

Comparative effectiveness of radiotherapy with vs. without temozolomide in older patients with glioblastoma

Corwin M Zigler, Corwin M. Zigler, F. Dominici, 2016, Journal of Neuro-Oncology.

Hospitalization burden and survival among older glioblastoma patients.

F. Dominici, Yun Wang, D. Schrag, 2014, Neuro-oncology.

Weather Conditions and COVID-19 Incidence in a Cold Climate: A Time-Series Study in Finland

F. Dominici, B. Heibati, J. Jaakkola, 2020, Frontiers in Public Health.

Estimating treatment e cacy over time : a logistic regression model for binary longitudinal outcomes 3

F. Dominici, S. Zeger, Leena Choi, 2005 .

Medication utilization and annual health care costs in patients with type 2 diabetes mellitus before and after bariatric surgery.

M. Makary, F. Dominici, A. Wu, 2010, Archives of surgery.

Regional and global contributions of air pollution to risk of death from COVID-19

A. Pozzer, F. Dominici, A. Haines, 2020, Cardiovascular research.

Exposure to air pollution and COVID-19 mortality in the United States

F. Dominici, R. Nethery, D. Braun, 2020, ISEE Conference Abstracts.

Negative-Binomial and quasi-poisson regressions between COVID-19, mobility and environment in São Paulo, Brazil

F. Dominici, K. Ropkins, A. Rehbein, 2021, Environmental Research.

Exposure to air pollution and COVID-19 mortality in the United States: A nationwide cross-sectional study

Francesca Dominici, Rachel C. Nethery, Danielle Braun, 2020, medRxiv.

Toward a Quantitative Estimate of Future Heat Wave Mortality under Global Climate Change

Roger D. Peng, Michelle L. Bell, Francesca Dominici, 2010, Environmental health perspectives.

Assessing Adverse Health Effects of Long-Term Exposure to Low Levels of Ambient Air Pollution: Implementation of Causal Inference Methods.

F. Dominici, A. Zanobetti, J. Schwartz, 2022, Research report.

Mortality in the Medicare Population and Chronic Exposure to Fine Particulate Air Pollution in Urban Centers (2000–2005)

Scott L. Zeger, Francesca Dominici, Aidan McDermott, 2008, Environmental health perspectives.

Fine Particulate Matter and Mortality: A Comparison of the Six Cities and American Cancer Society Cohorts With a Medicare Cohort

F. Dominici, J. Samet, A. McDermott, 2008, Epidemiology.

A Direct Estimate of the Impact of PM2.5, NO2, and O3 Exposure on Life Expectancy Using Propensity Scores

F. Dominici, A. Zanobetti, Q. Di, 2021, Epidemiology.

Gender Disparities in Invited Commentary Authorship in 2459 Medical Journals

F. Dominici, J. Geertzen, B. Jayabalasingham, 2019, JAMA network open.

Role of vitamin K2 in bone-vascular crosstalk.

F. Dominici, L. Di Renzo, P. Gualtieri, 2022, International journal for vitamin and nutrition research. Internationale Zeitschrift fur Vitamin- und Ernahrungsforschung. Journal international de vitaminologie et de nutrition.

From Controlled to Undisciplined Data: Estimating Causal Effects in the Era of Data Science Using a Potential Outcome Framework

Fabrizia Mealli, Falco J. Bargagli-Stoffi, Francesca Dominici, 2020, Harvard Data Science Review.

Causal inference in high dimensions: A marriage between Bayesian modeling and good frequentist properties

F. Dominici, Joseph Antonelli, Georgia Papadogeorgou, 2018, Biometrics.

Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research

Corwin M Zigler, Joseph Antonelli, Francesca Dominici, 2017, Biostatistics.

Model averaged double robust estimation

Giovanni Parmigiani, Matthew Cefalu, Francesca Dominici, 2017, Biometrics.

Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models

Giovanni Parmigiani, Corwin M Zigler, Francesca Dominici, 2015, Biometrics.

Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model-Averaged Causal Effects

Corwin M Zigler, Francesca Dominici, Corwin M. Zigler, 2014, Journal of the American Statistical Association.

Bayesian Effect Estimation Accounting for Adjustment Uncertainty

Giovanni Parmigiani, Francesca Dominici, G. Parmigiani, 2012, Biometrics.

Adjustment uncertainty in effect estimation

Ciprian M. Crainiceanu, Giovanni Parmigiani, Francesca Dominici, 2008 .

Comprehensive smoking bans and acute myocardial infarction among Medicare enrollees in 387 US counties: 1999-2008.

David M. Diez, Christopher D. Barr, F. Dominici, 2012, American journal of epidemiology.

Model selection and health effect estimation in environmental epidemiology.

Chi Wang, Giovanni Parmigiani, Francesca Dominici, 2008, Epidemiology.

Trends in Air Pollution and Mortality: An Approach to the Assessment of Unmeasured Confounding

F. Dominici, S. Zeger, H. Janes, 2007, Epidemiology.

Model Choice in Multi-City Time Series Studies of Air Pollution and Mortality

Thomas A. Louis, Roger D. Peng, Francesca Dominici, 2004 .

Reduced hierarchical models with application to estimating health effects of simultaneous exposure to multiple pollutants

F. Dominici, R. Peng, J. Bobb, 2013, Journal of the Royal Statistical Society. Series C, Applied statistics.

Impact of National Ambient Air Quality Standards Nonattainment Designations on Particulate Pollution and Health

Corwin M Zigler, Corwin M. Zigler, F. Dominici, 2017, Epidemiology.

Associations between Long-Term Exposure to Chemical Constituents of Fine Particulate Matter (PM2.5) and Mortality in Medicare Enrollees in the Eastern United States

Yeonseung Chung, Brent A. Coull, Michelle L. Bell, 2014, Environmental health perspectives.

Air pollution exposure disparities across US population and income groups

F. Dominici, S. Verguet, Jie Liu, 2022, Nature.

Short-term Exposure to Particulate Matter Constituents and Mortality in a National Study of U.S. Urban Communities

Roger D. Peng, G. Brooke Anderson, Michelle L. Bell, 2013, Environmental health perspectives.

GAMMA SHAPE MIXTURES FOR HEAVY-TAILED DISTRIBUTIONS

Giovanni Parmigiani, Francesca Dominici, Sergio Venturini, 2008, 0807.4663.

Assessment of Between-Hospital Variation in Readmission and Mortality After Cancer Surgical Procedures

F. Dominici, S. Haneuse, S. Normand, 2018, JAMA network open.

Model Class Reliance: Variable Importance Measures for any Machine Learning Model Class, from the "Rashomon" Perspective

Cynthia Rudin, Francesca Dominici, Aaron J. Fisher, 2018 .

Harvesting-resistant estimates of air pollution effects on mortality.

S L Zeger, F Dominici, F. Dominici, 1999, Epidemiology.

Tropical cyclone exposure is associated with increased hospitalization rates in older adults

Rachel C. Nethery, F. Dominici, R. Nethery, 2021, Nature Communications.

A Spatio-Temporal Approach for Estimating Chronic Effects of Air Pollution

F. Dominici, S. Zeger, S. Greven, 2009 .

Multisite Time-Series Studies Versus Cohort Studies: Methods, Findings, and Policy Implications

F. Dominici, Sorina E. Eftim, 2005, Journal of toxicology and environmental health. Part A.

Spatial and Temporal Variation in PM2.5 Chemical Composition in the United States for Health Effects Studies

Scott L. Zeger, Michelle L. Bell, Francesca Dominici, 2007, Environmental health perspectives.

Linking Student Performance in Massachusetts Elementary Schools with the “Greenness” of School Surroundings Using Remote Sensing

F. Dominici, Chih-Da Wu, S. Lung, 2014, PloS one.

Adverse Health Effects of Particulate Air Pollution: Modification by Air Conditioning

F. Dominici, R. Peng, M. Bell, 2009, Epidemiology.

Do nurse and patient injuries share common antecedents? An analysis of associations with safety climate and working conditions

Marlene R. Miller, F. Dominici, L. Morlock, 2011, BMJ quality & safety.

Mortality and Hospitalizations for Dually Enrolled and Nondually Enrolled Medicare Beneficiaries Aged 65 Years or Older, 2004 to 2017.

F. Dominici, Yun Wang, R. Yeh, 2020, JAMA.

Application of a propensity score approach for risk adjustment in profiling multiple physician groups on asthma care.

Francesca Dominici, Albert W Wu, Constantine Frangakis, 2005, Health services research.

Association of air particulate pollution with bone loss over time and bone fracture risk: analysis of data from two independent studies.

E. Colicino, J. Schwartz, L. Hou, 2017, The Lancet. Planetary health.

Predicting patient-reported asthma outcomes for adults in managed care.

F. Dominici, A. Wu, E. Skinner, 2004, The American journal of managed care.

Ambient PM2.5 and Risk of Hospital Admissions: Do Risks Differ for Men and Women?

F. Dominici, R. Peng, M. Bell, 2015, Epidemiology.

Use of beta-blockers during aortic aneurysm repair: bridging the gap between evidence and effective practice.

M. Makary, P. Pronovost, F. Dominici, 2009, Health affairs.

County-level radon exposure and all-cause mortality risk among Medicare beneficiaries.

J. Schwartz, F. Dominici, B. Coull, 2019, Environment international.

Short term exposure to fine particulate matter and hospital admission risks and costs in the Medicare population: time stratified, case crossover study

J. Schwartz, F. Dominici, A. Zanobetti, 2019, BMJ.

Geographic Disparities in the Incidence and Outcomes of Hospitalized Myocardial Infarction: Does a Rising Tide Lift All Boats?

Christopher D. Barr, F. Dominici, S. Normand, 2012, Circulation. Cardiovascular quality and outcomes.

Firearm Prevalence and Homicides of Law Enforcement Officers in the United States.

Francesca Dominici, David I Swedler, David Hemenway, 2015, American journal of public health.

Long-term effect of exposure to lower concentrations of air pollution on mortality among US Medicare participants and vulnerable subgroups: a doubly-robust approach

F. Dominici, B. Coull, P. Koutrakis, 2021, The Lancet. Planetary health.

Combining individual and aggregated data to investigate the role of socioeconomic disparities on cancer burden in Italy

F. Dominici, D. Palli, M. Mezzetti, 2019, Statistics in medicine.

PM2.5 and hospital admissions among Medicare enrollees with chronic debilitating brain disorders.

J. Schwartz, F. Dominici, A. Zanobetti, 2020, The Science of the total environment.

Long-term effect of fine particulate matter on hospitalization with dementia.

J. Schwartz, F. Dominici, A. Zanobetti, 2019, Environmental pollution.

PM2.5 and Mortality in 207 US Cities: Modification by Temperature and City Characteristics

Antonella Zanobetti, Joel Schwartz, Francesca Dominici, 2015, Epidemiology.

Air pollution exposure disparities across US population and income groups

F. Dominici, S. Verguet, Jie Liu, 2022, Nature.

Matching on Generalized Propensity Scores with Continuous Exposures

Danielle Braun, Fabrizia Mealli, Francesca Dominici, 2018, Journal of the American Statistical Association.

Long-term Exposure to PM2.5 and Mortality for the Older Population: Effect Modification by Residential Greenness

J. Schwartz, F. Dominici, M. Bell, 2021, Epidemiology.

Inequalities in air pollution exposure are increasing in the United States

F. Dominici, S. Verguet, Jie Liu, 2020, medRxiv.

CAUSAL INFERENCE IN THE CONTEXT OF AN ERROR PRONE EXPOSURE: AIR POLLUTION AND MORTALITY.

Christine Choirat, Francesca Dominici, Marianthi-Anna Kioumourtzoglou, 2017, The annals of applied statistics.

PM2.5 and Survival Among Older Adults: Effect Modification by Particulate Composition

Antonella Zanobetti, Joel Schwartz, Elena Austin, 2015, Epidemiology.

Evidence on vulnerability and susceptibility to health risks associated with short-term exposure to particulate matter: a systematic review and meta-analysis.

F. Dominici, M. Bell, A. Zanobetti, 2013, American journal of epidemiology.

Synthesis of Harvard Environmental Protection Agency (EPA) Center studies on traffic-related particulate pollution and cardiovascular outcomes in the Greater Boston Area

P. Vokonas, J. Schwartz, F. Dominici, 2019, Journal of the Air & Waste Management Association.

Ambient air pollution alters heart rate regulation in aged mice

F. Dominici, A. Geyh, C. Tankersley, 2010, Inhalation toxicology.

Heat stroke admissions during heat waves in 1,916 US counties for the period from 1999 to 2010 and their effect modifiers

J. Schwartz, F. Dominici, Q. Di, 2016, Environmental Health.

Randomized controlled trial of prenatal zinc supplementation and the development of fetal heart rate.

F. Dominici, J. DiPietro, L. Caulfield, 2004, American journal of obstetrics and gynecology.

Ozone and Mortality: A Meta-Analysis of Time-Series Studies and Comparison to a Multi-City Study (The National Morbidity, Mortality, and Air Pollution Study)

F. Dominici, J. Samet, M. Bell, 2004 .

The National Morbidity, Mortality, and Air Pollution Study. Part I: Methods and methodologic issues.

S L Zeger, J Schwartz, J M Samet, 2000, Research report.

Variations in surgical outcomes associated with hospital compliance with safety practices.

M. Makary, P. Pronovost, F. Dominici, 2012, Surgery.

Cross-study learning for generalist and specialist predictions

G. Parmigiani, F. Dominici, L. Trippa, 2020, 2007.12807.

Estimating the acute health effects of coarse particulate matter accounting for exposure measurement error.

Francesca Dominici, Roger D Peng, Howard H. Chang, 2011, Biostatistics.

Temperature and Mortality Among the Elderly in the United States: A Comparison of Epidemiologic Methods

F. Dominici, J. Samet, R. Basu, 2005, Epidemiology.

Testing the Harvesting Hypothesis by Time-Domain Regression Analysis. I: Baseline Analysis

R. Burnett, F. Dominici, D. Krewski, 2005, Journal of toxicology and environmental health. Part A.

An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information

Francesca Dominici, Sonja Greven, Scott Zeger, 2011, Journal of the American Statistical Association.

Particulate air pollution and mortality in the United States: did the risks change from 1987 to 2000?

Ronald H. White, F. Dominici, R. Peng, 2007, American journal of epidemiology.

Partitioning evidence of association between air pollution and mortality

F. Dominici, S. Zeger, H. Janes, 2007 .

Tropical Cyclone Exposures and Risks of Emergency Medicare Hospital Admission for Cardiorespiratory Diseases in 175 Urban United States Counties, 1999–2010

F. Dominici, R. Peng, S. Guikema, 2021, Epidemiology.

Chemical Composition of Fine Particulate Matter and Life Expectancy: In 95 US Counties Between 2002 and 2007

Andrew W. Correia, D. Dockery, C. Pope, 2015, Epidemiology.

The Public Health Impact of Air Pollution and Climate Change

F. Dominici, 2014 .

Emergency Hospital Admissions for Cardiovascular Diseases and Ambient Levels of Carbon Monoxide: Results for 126 United States Urban Counties, 1999–2005

Roger D. Peng, Michelle L. Bell, Francesca Dominici, 2009, Circulation.

Time-series analysis of air pollution and mortality: a statistical review.

Francesca Dominici, F. Dominici, 2004, Research report.

ISSUES IN SEMI-PARAMETRIC REGRESSION WITH APPLICATIONS IN TIME SERIES MODELS FOR AIR POLLUTION AND MORTALITY

Trevor Hastie, Francesca Dominici, Aidan McDermott, 2003 .

New problems for an old design: time series analyses of air pollution and health.

Francesca Dominici, Aidan McDermott, Scott L Zeger, 2003, Epidemiology.

Francesca Dominici, Roger D Peng, Michelle L Bell, 2013, American journal of respiratory and critical care medicine.

Diseases Among Medicare Patients Admissions for Cardiovascular and Respiratory Coarse Particulate Matter Air Pollution and Hospital

Howard H. Chang, F. Dominici, R. Peng, 2008 .

Potential Confounding of Particulate Matter on the Short-Term Association between Ozone and Mortality in Multisite Time-Series Studies

F. Dominici, M. Bell, J. Kim, 2007, Environmental health perspectives.

TRENDS IN PARTICULATE MATTER AND MORTALITY: AN APPROACH TO THE ASSESSMENT OF UNMEASURED CONFOUNDING

F. Dominici, S. Zeger, H. Janes, 2007 .

Best Practices for Gauging Evidence of Causality in Air Pollution Epidemiology

Corwin M Zigler, Corwin M. Zigler, F. Dominici, 2017, American journal of epidemiology.

Do temporal trends of associations between short-term exposure to fine particulate matter (PM2.5) and risk of hospitalizations differ by sub-populations and urbanicity-a study of 968 U.S. counties and the Medicare population.

J. Schwartz, F. Dominici, R. Peng, 2021, Environmental research.

Temporal variation in association between short-term exposure to fine particulate matter and hospitalisations in older adults in the USA: a long-term time-series analysis of the US Medicare dataset.

F. Dominici, R. Peng, M. Bell, 2021, The Lancet. Planetary health.

Drought and the risk of hospital admissions and mortality in older adults in western USA from 2000 to 2013: a retrospective study

F. Dominici, R. Peng, M. Bell, 2017, The Lancet. Planetary health.

Spatial variable selection methods for investigating acute health effects of fine particulate matter components

Montserrat Fuentes, Francesca Dominici, Brian J Reich, 2015, Biometrics.

The impact of source contribution uncertainty on the effects of source-specific PM2.5 on hospital admissions: A case study in Boston, MA

Joel Schwartz, Francesca Dominici, Marianthi-Anna Kioumourtzoglou, 2014, Journal of Exposure Science and Environmental Epidemiology.

Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies

Dylan S. Small, F. Dominici, Kwonsang Lee, 2021, Journal of the American Statistical Association.

Air pollution, SARS-CoV-2 transmission, and COVID-19 outcomes: A state-of-the-science review of a rapidly evolving research area

F. Dominici, D. Braun, A. Bhaskar, 2020, medRxiv.

What is the impact of systematically missing exposure data on air pollution health effect estimates?

J. Schwartz, A. Cohen, F. Dominici, 2014, Air Quality, Atmosphere & Health.

On the relationship between time-series studies, dynamic population studies, and estimating loss of life due to short-term exposure to environmental risks.

A. Cohen, R. Burnett, F. Dominici, 2002, Environmental health perspectives.

Cap and Trade Legislation for Greenhouse Gas Emissions

Christopher D. Barr, F. Dominici, 2016 .

Systematic Reviews and Meta- and Pooled Analyses Who is More Affected by Ozone Pollution? A Systematic Review and Meta-Analysis

F. Dominici, M. Bell, A. Zanobetti, 2014 .

Acute effects of ambient ozone on mortality in Europe and North America: results from the APHENA study

A. Cohen, R. Burnett, H. R. Anderson, 2013, Air Quality, Atmosphere & Health.

Cap and trade legislation for greenhouse gas emissions: public health benefits from air pollution mitigation.

Christopher D. Barr, F. Dominici, 2010, JAMA.

Temporal changes in associations between high temperature and hospitalizations by greenspace: Analysis in the Medicare population in 40 U.S. northeast counties.

J. Schwartz, F. Dominici, M. Bell, 2021, Environment international.

Methodological challenges and contributions in disaster epidemiology.

Thomas A Louis, Francesca Dominici, Jonathan I Levy, 2005, Epidemiologic reviews.

Associations of Greenness, Parks, and Blue Space With Neurodegenerative Disease Hospitalizations Among Older US Adults

F. Dominici, A. Zanobetti, F. Laden, 2022, JAMA network open.

Measuring the Exposure of Infants and Children to Indoor Air Pollution From Biomass Fuels in the Gambia

F. Dominici, M. Ezzati, R. Adegbola, 2011 .

A Breath of Bad Air: Cost of the Trump Environmental Agenda May Lead to 80 000 Extra Deaths per Decade.

F. Dominici, D. Cutler, 2018, JAMA.

Area-level socioeconomic deprivation, nitrogen dioxide exposure, and term birth weight in New York City.

F. Dominici, Kazuhiko Ito, D. Savitz, 2015, Environmental research.

Prompt Reduction in Use of Medications for Comorbid Conditions After Bariatric Surgery

M. Makary, F. Dominici, A. Wu, 2009, Obesity surgery.

Long-term effects of PM2·5 on neurological disorders in the American Medicare population: a longitudinal cohort study

J. Schwartz, F. Dominici, A. Zanobetti, 2020, The Lancet. Planetary health.

Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects

Falco J. Bargagli-Stoffi, F. Dominici, Kwonsang Lee, 2020, 2009.09036.

Emulating causal dose-response relations between air pollutants and mortality in the Medicare population

F. Dominici, A. Zanobetti, Q. Di, 2021, Environmental Health.

A National Difference in Differences Analysis of the Effect of PM2.5 on Annual Death Rates.

J. Schwartz, F. Dominici, A. Zanobetti, 2020, Environmental research.

Causal Effects of Air Pollution on Mortality in Massachusetts.

J. Schwartz, F. Dominici, A. Zanobetti, 2020, American journal of epidemiology.

Systematic Reviews and Meta- and Pooled Analyses Evidence on Vulnerability and Susceptibility to Health Risks Associated With Short-Term Exposure to Particulate Matter: A Systematic Review and Meta-Analysis

F. Dominici, M. Bell, A. Zanobetti, 2013 .

Association Between Hurricane Sandy and Emergency Department Visits In New York City By Age and Cause.

F. Dominici, G. Wellenius, A. Boehme, 2021, American journal of epidemiology.

Counterfactual time series analysis of short-term change in air pollution following the COVID-19 state of emergency in the United States

F. Dominici, Lucas R. F. Henneman, M. Sabath, 2021, Scientific Reports.

Short-term change in air pollution following the COVID-19 state of emergency: A national analysis for the United States

F. Dominici, D. Braun, L. Henneman, 2020, medRxiv.

Systematic Reviews and Meta-and Pooled Analyses A Meta-Analysis and Multisite Time-Series Analysis of the Differential Toxicity of Major Fine Particulate Matter Constituents

Francesca Dominici, Jonathan I Levy, David M. Diez, 2012 .

The Future of Climate Epidemiology: Opportunities for Advancing Health Research in the Context of Climate Change.

F. Dominici, E. Barnes, M. Bell, 2019, American journal of epidemiology.

The Role of Epidemiology in the Law: A Toxic Tort Litigation Case

Francesca Dominici, Shira Kramer, April Zambelli-Weiner, 2007 .

National trends in pancreatic cancer outcomes and pattern of care among Medicare beneficiaries, 2000 through 2010

F. Dominici, Yun Wang, D. Schrag, 2014, Cancer.

Reduced incidence of gestational diabetes with bariatric surgery.

M. Makary, F. Dominici, A. Wu, 2010, Journal of the American College of Surgeons.

Parental lead exposure and total anomalous pulmonary venous return.

F. Dominici, P. Stewart, G. Matanoski, 2004, Birth defects research. Part A, Clinical and molecular teratology.

Causal Rule Ensemble: Interpretable Inference of Heterogeneous Treatment Effects

Kwonsang Lee, Falco J. Bargagli-Stoffi, Francesca Dominici, 2020 .

Assessing the causal effects of a stochastic intervention in time series data: are heat alerts effective in preventing deaths and hospitalizations?

F. Dominici, G. Wellenius, D. Braun, 2021, Biostatistics.

Model Feedback in Bayesian Propensity Score Estimation

Corwin M Zigler, Francesca Dominici, Brent A Coull, 2013, Biometrics.

Excess of COVID-19 cases and deaths due to fine particulate matter exposure during the 2020 wildfires in the United States

F. Dominici, Tianjia Liu, L. Mickley, 2021, Science Advances.

Who Among the Elderly Is Most Vulnerable to Exposure to and Health Risks of Fine Particulate Matter From Wildfire Smoke?

F. Dominici, R. Peng, M. Sulprizio, 2017, American journal of epidemiology.

Airpred: A Flexible R Package Implementing Methods for Predicting Air Pollution

Qian Di, Danielle Braun, Christine Choirat, 2018, 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA).

Identifying Dietary Consumption Patterns from Survey Data: a Bayesian Nonparametric Latent Class Model

F. Dominici, B. Stephenson, 2021, medRxiv.

County-level exposures to greenness and associations with COVID-19 incidence and mortality in the United States

F. Dominici, F. Laden, J. Hart, 2021, Environmental Research.

County-level exposures to greenness and associations with COVID-19 incidence and mortality in the United States

F. Dominici, F. Laden, J. Hart, 2020, medRxiv.

Asthma in older patients: factors associated with hospitalization.

F. Dominici, A. Wu, E. Skinner, 2002, Archives of internal medicine.

Severe volcanic SO2 exposure and respiratory morbidity in the Icelandic population – a register study

F. Dominici, T. Gislason, T. Aspelund, 2019, Environmental Health.

Hospital Admissions and Chemical Composition of Fine Particulate Matter (PM2.5) for 106 U.S. Counties

F. Dominici, R. Peng, J. Samet, 2009 .

Cause-specific risk of hospital admission related to extreme heat in older adults.

Francesca Dominici, Ziad Obermeyer, Jennifer F. Bobb, 2014, JAMA.

Ambient fine particulate matter, nitrogen dioxide, and term birth weight in New York, New York.

Kazuhiko Ito, Francesca Dominici, David A Savitz, 2014, American journal of epidemiology.

Don't abandon evidence and process on air pollution policy

Francesca Dominici, F. Dominici, G. Goldman, 2019, Science.

Fetal growth in Peru: comparisons with international fetal size charts and implications for fetal growth assessment

F Dominici, F. Dominici, J. DiPietro, 2005, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Heat warnings, mortality, and hospital admissions among older adults in the United States.

F. Dominici, A. Zanobetti, J. Schwartz, 2021, Environment international.

Household concentrations and exposure of children to particulate matter from biomass fuels in The Gambia.

F. Dominici, M. Ezzati, R. Adegbola, 2012, Environmental science & technology.

Increased respiratory morbidity associated with exposure to a mature volcanic plume from a large Icelandic fissure eruption

F. Dominici, T. Gislason, T. Aspelund, 2021, Nature Communications.

Variations of physician group profiling indicators for asthma care.

F. Dominici, A. Wu, G. Diette, 2005, The American journal of managed care.

Statistical Methods for Environmental Epidemiology with R: A Case Study in Air Pollution and Health

Roger D. Peng, Francesca Dominici, F. Dominici, 2008 .

A Self-Controlled Approach to Survival Analysis, with application to Air Pollution and Mortality

F. Dominici, P. Koutrakis, Q. Di, 2020 .

WhoisMoreAffectedbyOzonePollution?ASystematicReviewandMeta-Analysis

F. Dominici, M. Bell, A. Zanobetti, 2014 .

ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL GAS COMPRESSOR STATION EXPOSURE ON CANCER MORTALITY.

F. Dominici, R. Nethery, F. Mealli, 2018, The annals of applied statistics.

Model‐averaged confounder adjustment for estimating multivariate exposure effects with linear regression

Corwin M Zigler, Francesca Dominici, Chirag J Patel, 2018, Biometrics.

The effect of primary organic particles on emergency hospital admissions among the elderly in 3 US cities

Antonella Zanobetti, Francesca Dominici, Marianthi-Anna Kioumourtzoglou, 2013, Environmental Health.

The exposure of infants and children to carbon monoxide from biomass fuels in The Gambia: a measurement and modeling study

F. Dominici, M. Ezzati, R. Adegbola, 2012, Journal of Exposure Science and Environmental Epidemiology.

A smoothing approach for masking spatial data

Thomas A. Louis, Francesca Dominici, T. Louis, 2010, 1011.3367.

Risk Models for Particulate Air Pollution

R. Burnett, F. Dominici, 2003, Journal of toxicology and environmental health. Part A.

Donor ethnicity influences outcomes following deceased-donor kidney transplantation in black recipients.

F. Dominici, D. Segev, R. Montgomery, 2008, Journal of the American Society of Nephrology : JASN.

Linear Low-Dose Extrapolation for Non-Cancer Responses: Burke et al. Respond

Francesca Dominici, Lauren Zeise, Ila Cote, 2009, Environmental Health Perspectives.

Exposure to unconventional oil and gas development and all-cause mortality in Medicare beneficiaries

F. Dominici, B. Coull, P. Koutrakis, 2021, Nature Energy.

Health disparities among older adults following tropical cyclone exposure in Florida

F. Dominici, G. B. Anderson, M. Sabath, 2023, Nature communications.

Lowering Air Pollution Levels in Massachusetts May Prevent Cardiovascular Hospital Admissions.

F. Dominici, A. Zanobetti, I. Kloog, 2020, Journal of the American College of Cardiology.

Effects of low-level air pollution exposures on hospital admission for myocardial infarction using multiple causal models

F. Dominici, Yaguang Wei, J. Schwartz, 2023, Environmental research.

Combining Contingency Tables with Missing Dimensions

F Dominici, F. Dominici, 2000, Biometrics.

Propensity scores with misclassified treatment assignment: a likelihood‐based adjustment

Danielle Braun, Malka Gorfine, Giovanni Parmigiani, 2017, Biostatistics.

Association of Tropical Cyclones With County-Level Mortality in the US.

Rachel C. Nethery, F. Dominici, M. Ezzati, 2022, JAMA.

Hospital Admissions: Analysis of Four Counties in Connecticut and Massachusetts (USA) for Persons ≥ 65 Years of Age

F. Dominici, R. Peng, M. Bell, 2013 .

Association between COVID-19, mobility and environment in Sao Paulo, Brazil

F. Dominici, K. Ropkins, A. Rehbein, 2021, medRxiv.

Estimating causal quantile exposure response functions via matching

F. Dominici, L. Petrella, N. Salvati, 2023, 2308.01628.

Discovering Effect Modification and Randomization Inference in Air Pollution Studies

Dylan S. Small, Kwonsang Lee, Francesca Dominici, 2018, 1802.06710.

Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects

Falco J. Bargagli-Stoffi, F. Dominici, Kwonsang Lee, 2020, 2009.09036.

Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and machine learning

Rachel C. Nethery, F. Dominici, J. Sacks, 2019, Journal of the American Statistical Association.

Air Pollution and Mortality at the Intersection of Race and Social Class.

Rachel C. Nethery, F. Dominici, R. Nethery, 2023, The New England journal of medicine.

A Bayesian Multi-Outcome Analysis of Fine Particulate Matter and Cardiorespiratory Hospitalizations

F. Dominici, L. Trippa, J. Wasfy, 2022, Epidemiology.

Seasonal Temperature Variability and Mortality in the Medicare Population

F. Dominici, Liuhua Shi, A. Shtein, 2023, Environmental health perspectives.

Fine particulate air pollution and mortality in 20 U.S. cities, 1987-1994.

Eger, Cott, F. Dominici, 2000, The New England journal of medicine.

Does Exposure Prediction Bias Health-Effect Estimation?: The Relationship Between Confounding Adjustment and Exposure Prediction

Matthew Cefalu, Francesca Dominici, F. Dominici, 2014, Epidemiology.

Influence of the Residential Environment on Undergraduate Students' Health

Joseph G. Allen, F. Dominici, J. Spengler, 2019, Journal of Exposure Science & Environmental Epidemiology.

a systematic

F. Dominici, K. Ropkins, A. Rehbein, 2021 .

Does choice of outdoor heat metric affect heat-related epidemiologic analyses in the US Medicare population?

F. Dominici, G. Wellenius, K. Spangler, 2023, Environmental epidemiology.

Combining aggregate and individual-level data to estimate individual-level associations between air pollution and COVID-19 mortality in the United States

F. Dominici, D. Braun, Xiao Wu, 2023, PLOS global public health.

The harm susceptibility model: a method to prioritise risks identified in patient safety reporting systems

P. Pronovost, C. Goeschel, F. Dominici, 2010, Quality and Safety in Health Care.

LEARNING FROM NEAR MISSES IN MEDICATION ERRORS: A BAYESIAN APPROACH

Jessica A. Myers, Francesca Dominici, Laura Morlock, 2008 .

Estimating Population Average Causal Effects in the Presence of Non-Overlap: A Bayesian Approach

Fabrizia Mealli, Francesca Dominici, Rachel C. Nethery, 2018, 1805.09736.

A causal exposure response function with local adjustment for confounding: Estimating health effects of exposure to low levels of ambient fine particulate matter.

F. Dominici, Georgia Papadogeorgou, 2018, The annals of applied statistics.

aipred: A Flexible R Package Implementing Methods for Predicting Air Pollution

F. Dominici, Q. Di, C. Choirat, 2018, arXiv.org.

The Use of a Quasi-Experimental Study on the Mortality Effect of a Heat Wave Warning System in Korea

F. Dominici, Seulkee Heo, T. Benmarhnia, 2019, International journal of environmental research and public health.

Estimating the Effects of PM2.5 on Life Expectancy Using Causal Modeling Methods

J. Schwartz, F. Dominici, A. Zanobetti, 2018, Environmental health perspectives.

National maps of the effects of particulate matter on mortality: exploring geographical variation.

F. Dominici, S. Zeger, J. Samet, 2002, Environmental health perspectives.

Statistical Methods for Environmental Epidemiology with R: A Case Study in Air Pollution and Health

F. Dominici, R. Peng, 2008 .

Effect modification by community characteristics on the short-term effects of ozone exposure and mortality in 98 US communities.

F. Dominici, M. Bell, 2008, American journal of epidemiology.

Original Contribution Effect Modification by Community Characteristics on the Short-term Effects of Ozone Exposure and Mortality in 98 Us Communities American Journal of Epidemiology Advance Access Published

F. Dominici, Michelle L. Bell, 2006 .

Short-term excess mortality following tropical cyclones in the United States

F. Dominici, M. Ezzati, G. Danaei, 2023, Science advances.

A Bayesian Nonparametric Method to Adjust for Unmeasured Confounding with Negative Controls

F. Dominici, J. Hu, Dafne Zorzetto, 2023, 2309.02631.

Estimating the Causal Effect of Low Levels of Fine Particulate Matter on Hospitalization

J. Schwartz, F. Dominici, D. Cutler, 2017, Epidemiology.

Methods for Estimating the Exposure-Response Curve to Inform the New Safety Standards for Fine Particulate Matter

F. Dominici, D. Mork, M. Cork, 2023, 2306.03011.

Time-series analysis of air pollution and mortality: a statistical review.

F. Dominici, 2004, Research report.

Random effects models for identifying the most harmful medication errors in a large, voluntary reporting database

Francesca Dominici, Jessica M. Franklin, Sergio Venturini, 2017 .

Causal Estimation of Exposure Shifts with Neural Networks: Evaluating the Health Benefits of Stricter Air Quality Standards in the US

F. Dominici, M. Tec, K. Josey, 2023, 2302.02560.

Using negative controls to adjust for unmeasured confounding bias in time series studies

F. Dominici, E. T. Tchetgen Tchetgen, J. Hu, 2023, Nature Reviews Methods Primers.

CAUSAL INFERENCE IN THE CONTEXT OF AN ERROR PRONE EXPOSURE: AIR POLLUTION AND MORTALITY.

F. Dominici, Q. Di, C. Choirat, 2017, The annals of applied statistics.

Confounder-Dependent Bayesian Mixture Model: Characterizing Heterogeneity of Causal Effects in Air Pollution Epidemiology

Falco J. Bargagli-Stoffi, F. Dominici, A. Canale, 2023, 2302.11656.

All Models are Wrong but many are Useful: Variable Importance for Black-Box, Proprietary, or Misspecified Prediction Models, using Model Class Reliance

F. Dominici, C. Rudin, Aaron Fisher, 2018 .

Association between the Medicare hospice benefit and health care utilization and costs for patients with poor-prognosis cancer.

F. Dominici, Z. Obermeyer, D. Cutler, 2014, JAMA.

A Comparative Analysis of the Chronic Effects of Fine Particulate Matter

F. Dominici, J. Samet, A. McDermott, 2006 .

Household concentrations and exposure of children to particulate matter from biomass fuels in The Gambia.

F. Dominici, M. Ezzati, R. Adegbola, 2012, Environmental science & technology.

Bayesian Model Averaging in Time-Series Studies of Air Pollution and Mortality

Thomas A Louis, Daniel Krewski, Francesca Dominici, 2007, Journal of toxicology and environmental health. Part A.

Anti-Müllerian hormone levels and spontaneous pregnancy in women undergoing surgery for benign ovarian cysts

F. Dominici, E. Piccione, L. Casadei, 2018, Gynecological endocrinology : the official journal of the International Society of Gynecological Endocrinology.

A Cautionary Note on the Effect of Treatment Misclassification on the Average Treatment Effect

Corwin M Zigler, Corwin M. Zigler, F. Dominici, 2016 .

Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States

F. Dominici, S. Chakraborty, Jaechoul Lee, 2021, Patterns.

F. Dominici, R. Peng, M. Bell, 2013, American journal of respiratory and critical care medicine.

Parallel Bayesian MCMC Imputation for Multiple Distributed Lag Models

T. Louis, F. Dominici, R. Peng, 2011 .

China's air quality dilemma: reconciling economic growth with environmental protection.

F. Dominici, M. Mittleman, 2012, JAMA.

Causal exposure-response curve estimation with surrogate confounders: a study of air pollution and children's health in Medicaid claims data

Rachel C. Nethery, F. Dominici, Xiao Wu, 2023, 2308.00812.

Associations of parks, greenness, and blue space with cardiovascular and respiratory disease hospitalization in the US Medicare cohort