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daniel-vader/README.md

Daniel T Vader, PhD: Epidemiologist and collaborative biostatistician

Research focused on questions concerning vaccination, measurement error, missing data, and inference with real world data. R & SAS. Methodological topics of the respositories archived here span propensity scores (IPTWs), missing data (multiple imputation, propensity score calibration), misclassification (Bayesian adjustment and quantitative bias analysis), survey weights, and geocoding/analyzing geocoded data.

Popular repositories

  1. iptw-missing-confounders iptw-missing-confounders Public

    Supporting code for "Comparison of approaches for missingness in confounder variables in EHR-based comparative effectiveness analyses" by Daniel T. Vader, Ronac Mamtani, Yun Li, Sandra D. Griffith,…

    R 2

  2. bdose-vaccination bdose-vaccination Public

    Supporting R code for "Hepatitis B Birth Dose Effects on Childhood Immunization in the U.S."

    R

  3. cdiff-safety-net-hosp cdiff-safety-net-hosp Public

    C Diff at an urban safety net hospital: mapping and analytic code

    R

  4. hepb-immune-prev-us hepb-immune-prev-us Public

    Supporting analytic code for work on improving estimates of hep B vaccination and immune prevalence in the US.

    R

  5. mUCC-ICI-label-restriction mUCC-ICI-label-restriction Public

    Supporting analytic code for "Impact of FDA label restriction on checkpoint-inhibitor use in bladder cancer and changes in mortality" by Daniel T Vader, Ravi B Parikh, Haojie Li, Kentaro Imai, Rebe…

    R

  6. informed-presence-bias informed-presence-bias Public

    Supporting code for "Informed presence in electronic health record data: bias and bias reduction approaches in longitudinal analyses"

    R

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December 2023

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