Publications

Peer reviewed articles

1. Young JG, Hernán MA, Robins JM. Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data.  Epidemiologic Methods. 2014. In press.

2. Young JG, Tchetgen Tchetgen EJ. Simulation from a known Cox MSM using standard parametric models for the g-formula. Statistics in Medicine. 2013. doi: 10.1002/sim.5994. [Epub ahead of print].

3. Lajous M, Willett WC, Robins JM, Young JG, Rimm E, Mozaffarian D, Hernán MA. Changes in fish consumption in midlife and the
risk of coronary heart disease in men and women. American Journal of Epidemiology. 2013;178(3):382-91.

4. Westreich D, Cole SR, Young JG, Palella F, Tien PC, Kingsley L, Gange SJ, Hernán MA. The parametric g-formula to estimate the effect of highly active antiretroviral therapy on incident AIDS or death. Statistics in Medicine. 2012;31(18):2000-9 DOI: 10.1002/sim.5316.

5. Picciotto S, Hernán MA, Page JH, Young JG, Robins JM. Structural nested cumulative failure time models to estimate the effects of interventions. Journal of the American Statistical Association. 2012;107(499):886-900.

6. Young JG, Cain LE, Robins JM, O’Reilly EJ, Hernán MA. Comparative effectiveness of dynamic treatment regimes: an application of the parametric g-formula. Statistics in Biosciences 2011;3(1):119-143. DOI: 10.1007/s12561-011-9040-7.

7. Young JG, Hernán MA, Picciotto S, Robins JM. Relation between three classes of structural models for the effect of a time-varying exposure on survival. Lifetime Data Analysis 2010;16(1):71-84.

8. Young JG, Jewell NP, Samuels SJ. Regression analysis of a disease onset distribution using diagnosis data. Biometrics 2008;64(1):20-8.

9. Eskenazi B, Warner M, Samuels S, Young J, Gerthoux PM, Needham L, Patterson D, Olive D, Gavoni N, Vercellini P, Mocarelli P. Serum dioxin concentrations and risk of uterine leiomyoma in the Seveso Women’s Health Study. American Journal of Epidemiology 2007;166(1):79-87.

10. Young JG, Eskenazi B, Gladstone EA, Bradman A, Pedersen L, Johnson C, Barr DB, Furlong CE, Holland NT. Association between in utero organophosphate pesticide exposure and abnormal reflexes in neonates. Neurotoxicology 2005;26(2):199-209.

11. Quitkin FM, Rabkin JG, Gerald J, Davis JM, Klein DF. Validity of clinical trials of antidepressants. American Journal of Psychiatry 2000;157:327-337.

Technical reports/conference proceedings

1. Young JG, Hubbard AE, Eskenazi B, Jewell NP. A machine-learning algorithm for estimating and ranking the impact of environmental risk factors in exploratory epidemiological studies. UC Berkeley Division of BiostatisticsWorking Paper Series. 2009. Working Paper 250. http://www.bepress.com/ucbbiostat/paper250.

2. Young JG, Hernán MA, Picciotto S, Robins JM. Simulation from structural survival models under complex time-varying data structures. In: JSM Proceedings, Section on Statistics in Epidemiology. 2008. Alexandria VA: American Statistical Association.