Search Results - "Hejazi, Nima S."

Refine Results
  1. 1
  2. 2
  3. 3
  4. 4

    Functional Profiling Identifies Determinants of Arsenic Trioxide Cellular Toxicity by Sobh, Amin, Loguinov, Alex, Yazici, Gulce Naz, Zeidan, Rola S, Tagmount, Abderrahmane, Hejazi, Nima S, Hubbard, Alan E, Zhang, Luoping, Vulpe, Chris D

    Published in Toxicological sciences (01-05-2019)
    “…Abstract Arsenic exposure is a worldwide health concern associated with an increased risk of skin, lung, and bladder cancer but arsenic trioxide (AsIII) is…”
    Get full text
    Journal Article
  5. 5
  6. 6
  7. 7
  8. 8
  9. 9
  10. 10

    Exploring high-dimensional biological data with sparse contrastive principal component analysis by Boileau, Philippe, Hejazi, Nima S, Dudoit, Sandrine

    Published in Bioinformatics (01-06-2020)
    “…Abstract Motivation Statistical analyses of high-throughput sequencing data have re-shaped the biological sciences. In spite of myriad advances, recovering…”
    Get full text
    Journal Article
  11. 11

    Causal mediation analysis for stochastic interventions by Díaz, Iván, Hejazi, Nima S.

    “…Summary Mediation analysis in causal inference has traditionally focused on binary exposures and deterministic interventions, and a decomposition of the…”
    Get full text
    Journal Article
  12. 12
  13. 13

    A nonparametric framework for treatment effect modifier discovery in high dimensions by Boileau, Philippe, Leng, Ning, Hejazi, Nima S, van der Laan, Mark, Dudoit, Sandrine

    “…Abstract Heterogeneous treatment effects are driven by treatment effect modifiers (TEMs), pretreatment covariates that modify the effect of a treatment on an…”
    Get full text
    Journal Article
  14. 14
  15. 15

    Four statistical frameworks for assessing an immune correlate of protection (surrogate endpoint) from a randomized, controlled, vaccine efficacy trial by Gilbert, Peter B., Fong, Youyi, Hejazi, Nima S., Kenny, Avi, Huang, Ying, Carone, Marco, Benkeser, David, Follmann, Dean

    Published in Vaccine (02-04-2024)
    “…•Many statistical approaches have been applied to vaccine efficacy (VE) trials to evaluate CoPs.•Four distinct statistical frameworks for evaluating CoPs in VE…”
    Get full text
    Journal Article
  16. 16

    Causal survival analysis under competing risks using longitudinal modified treatment policies by Díaz, Iván, Hoffman, Katherine L., Hejazi, Nima S.

    Published in Lifetime data analysis (2024)
    “…Longitudinal modified treatment policies (LMTP) have been recently developed as a novel method to define and estimate causal parameters that depend on the…”
    Get full text
    Journal Article
  17. 17

    Nonparametric inverse‐probability‐weighted estimators based on the highly adaptive lasso by Ertefaie, Ashkan, Hejazi, Nima S., van der Laan, Mark J.

    Published in Biometrics (01-06-2023)
    “…Inverse‐probability‐weighted estimators are the oldest and potentially most commonly used class of procedures for the estimation of causal effects. By…”
    Get full text
    Journal Article
  18. 18

    Efficient nonparametric inference on the effects of stochastic interventions under two‐phase sampling, with applications to vaccine efficacy trials by Hejazi, Nima S., van der Laan, Mark J., Janes, Holly E., Gilbert, Peter B., Benkeser, David C.

    Published in Biometrics (01-12-2021)
    “…The advent and subsequent widespread availability of preventive vaccines has altered the course of public health over the past century. Despite this success,…”
    Get full text
    Journal Article
  19. 19
  20. 20

    Nonparametric causal mediation analysis for stochastic interventional (in)direct effects by Hejazi, Nima S, Rudolph, Kara E, Van Der Laan, Mark J, Díaz, Iván

    Published in Biostatistics (Oxford, England) (14-07-2023)
    “…Summary Causal mediation analysis has historically been limited in two important ways: (i) a focus has traditionally been placed on binary exposures and static…”
    Get full text
    Journal Article