Skip to content
View ryan-odea's full-sized avatar
5 followers · 7 following

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Sharkx2

Organizations

@CausalInference

Block or report ryan-odea

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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
  • Downloads Learner Latent space transfer learning methods for low-rank matrix estimation
  • Downloads learner-py: Cpython implementation for LEARNER

Publications

  • Static Badge Zwick H, O'Dea R, Barocas J, et al. Health and Economic Outcomes of Addressing Encampments of Individuals Using Opioids in Massachusetts. JAMA Netw Open. In Press.
  • 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 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
  • Static Badge May 2024 at SGIM (Society of General Internal Medicine). Utilization and Reimbursement of Glucagon Products for Severe Hypoglycemia in Medicaid: 2012-2022

Teaching

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

Gallery Showcases

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 27 4

  4. CausalInference/gfoRmulaICE CausalInference/gfoRmulaICE Public

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

    R 9 3

  5. stmcg/learner stmcg/learner Public

    Latent Space-Based Transfer Learning

    R 1

  6. pylearner pylearner Public

    Python implementation of Latent Space-Based Transfer Learning

    C++ 1