John Dziak

    • 443 Citations
    • 8 h-Index
    20072019
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    Fingerprint Dive into the research topics where John Dziak is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

    • 2 Similar Profiles
    Alcohols Medicine & Life Sciences
    Research Personnel Medicine & Life Sciences
    Research Design Medicine & Life Sciences
    Research Medicine & Life Sciences
    Sample Size Medicine & Life Sciences
    Drinking Medicine & Life Sciences
    Longitudinal Data Mathematics
    Latent Class Analysis Mathematics

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    Research Output 2007 2019

    • 443 Citations
    • 8 h-Index
    • 20 Article
    • 1 Chapter
    1 Citation (Scopus)

    A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions

    Dziak, J. J., Yap, J. R. T., Almirall, D., McKay, J. R., Lynch, K. G. & Nahum-Shani, I., Sep 3 2019, In : Multivariate Behavioral Research. 54, 5, p. 613-636 24 p.

    Research output: Contribution to journalArticle

    Binary Outcomes
    Randomized Trial
    Data analysis
    Assignment
    Outcome Assessment (Health Care)

    Age trends in alcohol use behavior patterns among U.S. adults ages 18–65

    Bray, B. C., Dziak, J. J. & Lanza, S. T., Dec 1 2019, In : Drug and alcohol dependence. 205, 107689.

    Research output: Contribution to journalArticle

    Alcohols
    Drinking
    Health
    Light
    2 Citations (Scopus)
    Alcohol Drinking
    Alcohols
    Drinking Behavior
    Wounds and Injuries
    Young Adult
    3 Citations (Scopus)
    Propensity Score
    Alcohols
    Confounding Factors (Epidemiology)
    Population

    Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

    Dziak, J. J., Coffman, D. L., Reimherr, M., Petrovich, J., Li, R., Shiffman, S. & Shiyko, M. P., Jan 1 2019, In : Statistics Surveys. 13, p. 150-180 31 p.

    Research output: Contribution to journalArticle

    Open Access
    Smoking
    Interpretability
    Regression Function
    Longitudinal Data
    Scalar