Francesca Dominici

Available identifiers

zbMath Open dominici.francescaMaRDI QIDQ244723

List of research outcomes

Publication	Date of Publication	Type
Matching on Generalized Propensity Scores with Continuous Exposures	2024-03-19	Paper
Causal inference in high dimensions: A marriage between Bayesian modeling and good frequentist properties	2023-10-30	Paper
Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and machine learning	2023-05-22	Paper
A spatiotemporal analytical outlook of the exposure to air pollution and COVID-19 mortality in the USA	2022-12-12	Paper
Measuring performance for end-of-life care	2022-09-05	Paper
Bayesian Model Averaging in Causal Inference	2022-05-27	Paper
Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies	2021-07-06	Paper
Estimating the Effects of Fine Particulate Matter on 432 Cardiovascular Diseases Using Multi-Outcome Regression With Tree-Structured Shrinkage	2021-01-22	Paper
A causal exposure response function with local adjustment for confounding: estimating health effects of exposure to low levels of ambient fine particulate matter	2020-08-26	Paper
On quantifying the magnitude of confounding	2020-08-04	Paper
Estimating causal effects of air quality regulations using principal stratification for spatially correlated multivariate intermediate outcomes	2020-08-04	Paper
Estimating population average causal effects in the presence of non-overlap: the effect of natural gas compressor station exposure on cancer mortality	2019-08-15	Paper
High-dimensional confounding adjustment using continuous Spike and Slab priors	2019-08-07	Paper
Causal inference in the context of an error prone exposure: air pollution and mortality	2019-05-22	Paper
Model‐averaged confounder adjustment for estimating multivariate exposure effects with linear regression	2019-03-13	Paper
Random effects models for identifying the most harmful medication errors in a large, voluntary reporting database	2017-09-18	Paper
Model averaged double robust estimation	2017-07-21	Paper
Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models	2016-05-04	Paper
Generalized quantile treatment effect: a flexible Bayesian approach using quantile ratio smoothing	2016-04-22	Paper
Does the effect of micronutrient supplementation on neonatal survival vary with respect to the percentiles of the birth weight distribution?	2016-03-02	Paper
Rejoinder: ``Does the effect of micronutrient supplementation on neonatal survival vary with respect to the percentiles of the birth weight distribution?	2016-03-02	Paper
Comment on article by Craigmile et al.	2016-02-12	Paper
Spatial variable selection methods for investigating acute health effects of fine particulate matter components	2016-01-22	Paper
Model Feedback in Bayesian Propensity Score Estimation	2013-05-14	Paper
Bayesian Effect Estimation Accounting for Adjustment Uncertainty	2012-11-19	Paper
Rejoinder: Bayesian Effect Estimation Accounting for Adjustment Uncertainty	2012-11-19	Paper
Estimating the acute health effects of coarse particulate matter accounting for exposure measurement error	2012-10-29	Paper
A Bayesian Model Averaging Approach for Estimating the Relative Risk of Mortality Associated with Heat Waves in 105 U.S. Cities	2012-06-20	Paper
An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information	2011-10-28	Paper
https://portal.mardi4nfdi.de/entity/Q3172422	2011-10-05	Paper
Bayesian Semiparametric Analysis of Developmental Toxicology Data	2011-03-01	Paper
A smoothing approach for masking spatial data	2010-12-27	Paper
Adjustment uncertainty in effect estimation	2009-09-30	Paper
Gamma shape mixtures for heavy-tailed distributions	2009-08-07	Paper
Bayesian Distributed Lag Models: Estimating Effects of Particulate Matter Air Pollution on Daily Mortality	2009-04-23	Paper
Smooth quantile ratio estimation	2009-01-29	Paper
Gamma shape mixtures for heavy-tailed distributions	2008-06-01	Paper
Estimating Percentile-Specific Treatment Effects in Counterfactual Models: A Case-Study of Micronutrient Supplementation, Birth Weight and Infant Mortality	2007-09-07	Paper
Smooth quantile ratio estimation with regression: estimating medical expenditures for smoking-attributable diseases	2007-04-23	Paper
Hierarchical bivariate time series models: a combined analysis of the effects of particulate matter on morbidity and mortality	2005-11-02	Paper
Combining Contingency Tables with Missing Dimensions	2005-04-20	Paper
Improved Semiparametric Time Series Models of Air Pollution and Mortality	2005-02-21	Paper
Health Effects of Air Pollution: A Statistical Review	2005-01-03	Paper
Air Pollution and Mortality	2004-06-10	Paper
Disease cases and their medical costs attributable to smoking: An analysis of the national medical expenditure survey.	2003-04-02	Paper
A measurement error model for time-series studies of air pollution and mortality	2002-03-06	Paper
Conjugate analysis of multivariate normal data with incomplete observations	2001-01-29	Paper
Testing simultaneous hypotheses in pharmaceutical trials: a bayesian approach	1999-06-23	Paper

Research outcomes over time

Doctoral students

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