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Achievements

Achievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Pull Sharkx2

Organizations

@CausalInference

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ryan-odea/README.md

Hi there! Welcome to my Github👋

Packages

  • Downloads SEQuential [WIP]: Observational analogs of the ITT and per-protocol effects of hypothetical treatments strategies
  • Downloads gfoRmulaICE: Parametric iterative conditional expectation G-Formula
  • Downloads pytruncreg: Estimation of one-way truncated gaussian regression models and hessian via maximum likelihood
  • Downloads pygformula: Estimation of the risk or mean of an outcome under hypothetical treatment strategies

Publications

  • Static Badge Feder NM, O’Dea R, Zupa M, Luo J. Prescriptions and Reimbursement of Glucagon Products for Severe Hypoglycemia in Medicaid. JAMA. Published online January 08, 2025. doi:10.1001/jama.2024.25974
  • Static Badge Cheng Z, Li J, Rein S, O'Dea R, McGrath S, Wen L, Hernán M (2024). gfoRmulaICE: Parametric Iterative Conditional Expectation G-Formula. R package version 0.1.0, https://CRAN.R-project.org/package=gfoRmulaICE.
  • Static Badge O'Dea R. pytruncreg: Truncated gaussian regression. Python package version 1.0.0, https://pypi.org/project/pytruncreg.
  • Static Badge Li J, Rein S, McGrath S, Logan R, O'Dea R, Hernán M. pygformula: a python implementation of the parametric g-formula. Python package version 1.1.4, https://pypi.org/project/pygformula.
  • Static Badge Chatterjee A, Stewart EA, Assoumou SA, et al. Health and Economic Outcomes of Offering Buprenorphine in Homeless Shelters in Massachusetts. JAMA Netw Open. 2024;7(10):e2437233. doi:10.1001/jamanetworkopen.2024.37233

Presentations

  • Static Badge October 2024 at INHSU (International Network on Health and Hepatitis in Substance Users). Estimation of Opioid Use Disorder Prevalence Under Unique Data Scenarios: A Simulation Study

Teaching

  • Static Badge Teaching Fellow with Harvard University: High Performance Computing

Pinned Loading

  1. SyndemicsLab/PHD SyndemicsLab/PHD Public

    MA Dept. of Public Health scripts to establish a cohort of people who use opioids and extract a time series for their MOUD, Incarcerations, and Overdoses stratified by age group, sex, and race

    SAS 2 2

  2. CausalInference/pytruncreg CausalInference/pytruncreg Public

    Estimation of Gaussian Truncated Regression Models

    Python 2

  3. CausalInference/pygformula CausalInference/pygformula Public

    The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mea…

    Python 23 3

  4. CausalInference/gfoRmulaICE CausalInference/gfoRmulaICE Public

    Implements iterative conditional expectation (ICE) estimators of the plug-in g-formula

    R 8 1