NSAPH Projects

Pinned Repositories

space
SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding
Language:Jupyter Notebook124
BNP-For-Unmeasured-Confounding
Language:R40
AirPollution_DistributedLag_ADRD
Language:R22
space-data
Language:Jupyter Notebook22
air-quality-disparities-mapper
Language:JavaScript10
weather2alert
weather2alert: A gym environment to optimize heat alert issuance with RL
Language:Python10
coal_pm25-mortality-medicare
Language:R10
synthetic_data
Language:HTML11
pm25-upward_mobility-causalgps
Language:R10
topological-equivariant-networks
Topological Equivariant Networks (TEN)
Language:Jupyter Notebook10

NSAPH Projects's Repositories

NSAPH-Projects/BNP-For-Unmeasured-Confounding
Language:R4
NSAPH-Projects/topological-equivariant-networks
Topological Equivariant Networks (TEN)
Language:Jupyter Notebook1
NSAPH-Projects/space
SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding
Language:Jupyter Notebook124
NSAPH-Projects/space-data
Language:Jupyter Notebook22
NSAPH-Projects/tresnet
Language:Jupyter Notebook
NSAPH-Projects/SABER
Spatially-Adjusted Bayesian Exposure-Response function
Language:R
NSAPH-Projects/weather2alert
weather2alert: A gym environment to optimize heat alert issuance with RL
Language:Python1
NSAPH-Projects/heat-alerts_RL
Language:Jupyter Notebook
NSAPH-Projects/pm25-upward_mobility-causalgps
Language:R1
NSAPH-Projects/school_gun_incidents
Estimate causal and associative effects of firearm-dealer-to-school proximity on school gun incidents in U.S. census tracts
Language:HTML
NSAPH-Projects/temperature-ADRD-survival
NSAPH-Projects/floods-hospitalizations-glm
Language:R
NSAPH-Projects/Air_Pollution-Psychiatric-Causal_gWQS
NSAPH-Projects/SepBART_Medicare_Data_Processing
Data Processing for SepBART Medicare
Language:R
NSAPH-Projects/pm_no2_o3-adrd_hospitalization-medicare-causalgps
Estimate causal effects of air pollution on hospitalization with Alzheimer's and related dementias, using GPS weighting and matching
Language:R
NSAPH-Projects/coal_pm25-mortality-medicare
Language:R1
NSAPH-Projects/Control-Variates-ME
NSAPH-Projects/National-Causal-Analysis
Language:R1
NSAPH-Projects/pm_components_pd
NSAPH-Projects/air-quality-disparities-mapper
Language:JavaScript1
NSAPH-Projects/mcbs-mbsf-exploratory
MCBS x MBSF 2015 exploratory analysis
Language:Jupyter Notebook
NSAPH-Projects/pm-mortality-strata
Risk of Mortality Associated with Fine Particulate Matter Exposure
NSAPH-Projects/cre_applications
Collection of simulations and real world experiments on Interpretable Inference of Heterogeneous Treatment Effects by Causal Rule Ensemble
Language:R
NSAPH-Projects/clip2pm
A statistical framework for estimating the climate penalty on soot pollution.
1
NSAPH-Projects/Causal_DR_PM2.5_CVD
To estimate the causal dose-response relationships between long-term PM2.5 exposure and major cardiovascular diseases
NSAPH-Projects/AirPollution_DistributedLag_ADRD
Language:R22
NSAPH-Projects/pm25-mortality-measurement_error
Causal Inference with a Continuous Error-Prone Exposure
NSAPH-Projects/CCIT
Language:R
NSAPH-Projects/synthetic_data
Language:HTML11
NSAPH-Projects/covid19-wildfire_BH-ZINB-DL
Excess of COVID-19 cases and deaths due to fine particulate matter exposure during the 2020 wildfires in the United States