Intervention treatment distributions that depend on the observed treatment process and model double robustness in causal survival analysis.
Wen L, Marcus JL, Young JG.
Stat Methods Med Res. 2023 Jan 04. 9622802221146311. PMID: 36597699
Secondary Faculty
Jessica Young
Other Positions
Associate Professor of Population Medicine
Population Medicine
Harvard Medical School
Overview
I am an Associate Professor in the Department of Population Medicine at the Harvard Medical School and Harvard Pilgrim Health Care Institute and the Department of Epidemiology at the Harvard Chan School of Public Health. My research focuses on the development and application of statistical methods for making valid causal inferences in longitudinal studies with complications such as time-varying confounding, competing events and censoring. I am a Co-Investigator and Biostatistician for the Project Viva Cohort.
PhD, 2007, Biostatistics
UC Berkeley School of Public Health, Berkeley, CA
Bibliography
Estimated causal effects of complementary feeding behaviors on early childhood diet quality in a US cohort.
Switkowski KM, Aris IM, Gingras V, Oken E, Young JG.
Am J Clin Nutr. 2022 04 01. 115(4):1105-1114. PMID: 35030237
Comparison of Rates of Type 2 Diabetes in Adults and Children Treated With Anticonvulsant Mood Stabilizers.
Sun JW, Young JG, Sarvet AL, Bailey LC, Heerman WJ, Janicke DM, Lin PD, Toh S, Block JP.
JAMA Netw Open. 2022 04 01. 5(4):e226484. PMID: 35385086
Marginal Structural Models for Life-Course Theories and Social Epidemiology: Definitions, Sources of Bias, and Simulated Illustrations.
Gilsanz P, Young JG, Glymour MM, Tchetgen Tchetgen EJ, Eng CW, Koenen KC, Kubzansky LD.
Am J Epidemiol. 2022 01 24. 191(2):349-359. PMID: 34668974
Revisiting the g-null Paradox.
McGrath S, Young JG, Hernán MA.
Epidemiology. 2022 01 01. 33(1):114-120. PMID: 34711734
Longitudinal Analysis of Food Insufficiency and Cardiovascular Disease Risk Factors in the CARDIA study.
Vercammen KA, Moran AJ, Carnethon MR, McClain AC, Pool LR, Kiefe CI, Carson AP, Gordon-Larsen P, Steffen LM, Lee MM, Young JG, Rimm EB.
Am J Prev Med. 2022 01. 62(1):65-76. PMID: 34642058
Discussion on "Causal mediation of semicompeting risks" by Yen-Tsung Huang.
Stensrud MJ, Young JG, Martinussen T.
Biometrics. 2021 12. 77(4):1160-1164. PMID: 34478563
A generalized theory of separable effects in competing event settings.
Stensrud MJ, Hernán MA, Tchetgen Tchetgen EJ, Robins JM, Didelez V, Young JG.
Lifetime Data Anal. 2021 10. 27(4):588-631. PMID: 34468923
Separating Algorithms From Questions and Causal Inference With Unmeasured Exposures: An Application to Birth Cohort Studies of Early Body Mass Index Rebound.
Aris IM, Sarvet AL, Stensrud MJ, Neugebauer R, Li LJ, Hivert MF, Oken E, Young JG.
Am J Epidemiol. 2021 07 01. 190(7):1414-1423. PMID: 33565574
Identified Versus Interesting Causal Effects in Fertility Trials and Other Settings With Competing or Truncation Events.
Young JG, Stensrud MJ.
Epidemiology. 2021 07 01. 32(4):569-572. PMID: 34042075