Thomas, Emma G.; Trippa, Lorenzo; Parmigiani, Giovanni; Dominici, Francesca Estimating the effects of fine particulate matter on 432 cardiovascular diseases using multi-outcome regression with tree-structured shrinkage. (English) Zbl 1452.62852 J. Am. Stat. Assoc. 115, No. 532, 1689-1699 (2020). MSC: 62P10 62J07 62-04 PDFBibTeX XMLCite \textit{E. G. Thomas} et al., J. Am. Stat. Assoc. 115, No. 532, 1689--1699 (2020; Zbl 1452.62852) Full Text: DOI
Antonelli, Joseph; Parmigiani, Giovanni; Dominici, Francesca High-dimensional confounding adjustment using continuous Spike and Slab priors. (English) Zbl 1421.62066 Bayesian Anal. 14, No. 3, 805-828 (2019). MSC: 62H12 62P10 PDFBibTeX XMLCite \textit{J. Antonelli} et al., Bayesian Anal. 14, No. 3, 805--828 (2019; Zbl 1421.62066) Full Text: DOI arXiv Euclid
Cefalu, Matthew; Dominici, Francesca; Arvold, Nils; Parmigiani, Giovanni Model averaged double robust estimation. (English) Zbl 1372.62058 Biometrics 73, No. 2, 410-421 (2017). MSC: 62P10 62F35 PDFBibTeX XMLCite \textit{M. Cefalu} et al., Biometrics 73, No. 2, 410--421 (2017; Zbl 1372.62058) Full Text: DOI Link
Wang, Chi; Dominici, Francesca; Parmigiani, Giovanni; Zigler, Corwin Matthew Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models. (English) Zbl 1419.62468 Biometrics 71, No. 3, 654-665 (2015). MSC: 62P10 62F15 62J12 PDFBibTeX XMLCite \textit{C. Wang} et al., Biometrics 71, No. 3, 654--665 (2015; Zbl 1419.62468) Full Text: DOI Link
Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni Generalized quantile treatment effect: a flexible Bayesian approach using quantile ratio smoothing. (English) Zbl 1334.62045 Bayesian Anal. 10, No. 3, 523-552 (2015). MSC: 62G05 62F15 62P10 62-07 PDFBibTeX XMLCite \textit{S. Venturini} et al., Bayesian Anal. 10, No. 3, 523--552 (2015; Zbl 1334.62045) Full Text: DOI arXiv Euclid
Wang, Chi; Parmigiani, Giovanni; Dominici, Francesca Rejoinder: Bayesian effect estimation accounting for adjustment uncertainty. (English) Zbl 1274.62896 Biometrics 68, No. 3, 680-686 (2012). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{C. Wang} et al., Biometrics 68, No. 3, 680--686 (2012; Zbl 1274.62896) Full Text: DOI
Wang, Chi; Parmigiani, Giovanni; Dominici, Francesca Bayesian effect estimation accounting for adjustment uncertainty. (English) Zbl 1274.62895 Biometrics 68, No. 3, 661-671 (2012). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{C. Wang} et al., Biometrics 68, No. 3, 661--671 (2012; Zbl 1274.62895) Full Text: DOI Link
Crainiceanu, Ciprian M.; Dominici, Francesca; Parmigiani, Giovanni Adjustment uncertainty in effect estimation. (English) Zbl 1437.62433 Biometrika 95, No. 3, 635-651 (2008). MSC: 62P10 PDFBibTeX XMLCite \textit{C. M. Crainiceanu} et al., Biometrika 95, No. 3, 635--651 (2008; Zbl 1437.62433) Full Text: DOI Link
Venturini, Sergio; Dominici, Francesca; Parmigiani, Giovanni Gamma shape mixtures for heavy-tailed distributions. (English) Zbl 1400.62292 Ann. Appl. Stat. 2, No. 2, 756-776 (2008). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Venturini} et al., Ann. Appl. Stat. 2, No. 2, 756--776 (2008; Zbl 1400.62292) Full Text: DOI arXiv
Dominici, Francesca; Zeger, Scott L.; Parmigiani, Giovanni; Katz, Joanne; Christian, Parul Rejoinder: “Does the effect of micronutrient supplementation on neonatal survival vary with respect to the percentiles of the birth weight distribution?”. (English) Zbl 1331.62415 Bayesian Anal. 2, No. 1, 43-44 (2007). MSC: 62P10 62-07 92C50 PDFBibTeX XMLCite \textit{F. Dominici} et al., Bayesian Anal. 2, No. 1, 43--44 (2007; Zbl 1331.62415) Full Text: DOI Euclid
Dominici, Francesca; Zeger, Scott L.; Parmigiani, Giovanni; Katz, Joanne; Christian, Parul Does the effect of micronutrient supplementation on neonatal survival vary with respect to the percentiles of the birth weight distribution? (English) Zbl 1331.62414 Bayesian Anal. 2, No. 1, 1-30 (2007). MSC: 62P10 62-07 92C50 PDFBibTeX XMLCite \textit{F. Dominici} et al., Bayesian Anal. 2, No. 1, 1--30 (2007; Zbl 1331.62414) Full Text: DOI Euclid
Dominici, Francesca; Zeger, Scott L.; Parmigiani, Giovanni; Katz, Joanne; Christian, Parul Estimating percentile-specific treatment effects in counterfactual models: a case-study of micronutrient supplementation, birth weight and infant mortality. (English) Zbl 1490.62354 J. R. Stat. Soc., Ser. C, Appl. Stat. 55, No. 2, 261-280 (2006). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{F. Dominici} et al., J. R. Stat. Soc., Ser. C, Appl. Stat. 55, No. 2, 261--280 (2006; Zbl 1490.62354) Full Text: DOI
Dominici, Francesca; Parmigiani, Giovanni Bayesian semiparametric analysis of developmental toxicology data. (English) Zbl 1209.62278 Biometrics 57, No. 1, 150-157 (2001). MSC: 62P10 62F15 62G99 PDFBibTeX XMLCite \textit{F. Dominici} and \textit{G. Parmigiani}, Biometrics 57, No. 1, 150--157 (2001; Zbl 1209.62278) Full Text: DOI
Dominici, Francesca; Parmigiani, Giovanni; Clyde, Merlise Conjugate analysis of multivariate normal data with incomplete observations. (English) Zbl 0958.62028 Can. J. Stat. 28, No. 3, 533-560 (2000). MSC: 62F15 65C99 62E15 PDFBibTeX XMLCite \textit{F. Dominici} et al., Can. J. Stat. 28, No. 3, 533--560 (2000; Zbl 0958.62028) Full Text: DOI Link