audiracmichelle
DataScientist working with research teams to further our understanding of intersections between human activity and health outcomes
Pinned Repositories
CEDS-Data-Warehouse-Parquet
The Common Education Data Standards (CEDS) Data Warehouse Parquet (DW Parquet) standard is designed for data engineering and data science needs in the cloud. The DW Parquet Models mirror the SQL-based CEDS Data Warehouse. Parquet files are designed for rapid and distributed reporting across multiple technology stacks, data processing and BI tools,
covid_timing
Code and data for Audirac M., Tec M., Meyers L.A., Fox S. and Zigler C. "How Timing of Stay-at-home Orders and Mobility Reductions Impacted First-Wave COVID-19 Deaths in US Counties"
docker_disperser
Docker container for disperseR R package
fitaviz
Fitbit data manipulation tool for epidemiological and clinical studies.
fitibble
Open source R packge to process fitbit data
hurricane_covid
An analysis to assess the potential impact of hurricane evacuations on COVID-19 transmission across inland counties and emergency coastal regions.
optimist
pm25_grid_zip
Jobs to crosswalk from tif to zip code
space
SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding
space-data
audiracmichelle's Repositories
audiracmichelle/covid_timing
Code and data for Audirac M., Tec M., Meyers L.A., Fox S. and Zigler C. "How Timing of Stay-at-home Orders and Mobility Reductions Impacted First-Wave COVID-19 Deaths in US Counties"
audiracmichelle/fitibble
Open source R packge to process fitbit data
audiracmichelle/docker_disperser
Docker container for disperseR R package
audiracmichelle/hurricane_covid
An analysis to assess the potential impact of hurricane evacuations on COVID-19 transmission across inland counties and emergency coastal regions.
audiracmichelle/optimist
audiracmichelle/pm25_grid_zip
Jobs to crosswalk from tif to zip code
audiracmichelle/CEDS-Data-Warehouse-Parquet
The Common Education Data Standards (CEDS) Data Warehouse Parquet (DW Parquet) standard is designed for data engineering and data science needs in the cloud. The DW Parquet Models mirror the SQL-based CEDS Data Warehouse. Parquet files are designed for rapid and distributed reporting across multiple technology stacks, data processing and BI tools,
audiracmichelle/cms_duckdb
Demo duckdb usage for cms data
audiracmichelle/fitaviz
Fitbit data manipulation tool for epidemiological and clinical studies.
audiracmichelle/fitbit
Fitbit data processing and visualization for epi/health studies
audiracmichelle/crash_bandicode
AI games
audiracmichelle/graphitude
My graph-learning journey
audiracmichelle/images
Personal catalog of docker images
audiracmichelle/linreg
My thoughts on linear regression
audiracmichelle/metodos-analiticos-2018
Notas y material para el curso de Métodos Analíticos (ITAM, 2018)
audiracmichelle/mHMMbayes
R package: multilevel hidden Markov models using Bayesian estimation
audiracmichelle/nsaph-cms
Pipelines to process CMS data: Medicaid and Medicare
audiracmichelle/nsaph-platform-docs
Documentation for NSAPH Data Platform
audiracmichelle/prediccion-morosidad
audiracmichelle/proyecto_final_metodos_analiticos
audiracmichelle/pyhsmm
audiracmichelle/R_glmhdfe
Fast Estimation of GLMs with High-Dimensional Fixed Effects
audiracmichelle/risk_parity_implied_returns
audiracmichelle/risk_parity_seminar
audiracmichelle/space
SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding
audiracmichelle/space-data
Counterfactual generation using ML ensambles
audiracmichelle/sql-utils
audiracmichelle/website