wxwx1993/GPSmatching wxwx1993/GPSmatching

  • Stars
    star
    28
  • Rank 882,216 (Top 18 %)
  • Language
    R
  • Created almost 5 years ago
  • Updated 5 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
wxwx1993/GPSmatching
github

wxwx1993

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects using observational data in settings with continuous exposures, and a new framework for GPS caliper matching that jointly matches on both the estimated GPS and exposure levels to fully adjust for confounding bias.

More Repositories

1

PM_COVID

Public Available Code and Data to Reproduce Analyses in "Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis."
R
103
star
2

National_Causal

Public Available Code to Conduct Analyses in "Evaluating the Impact of Long-term Exposure to Fine Particulate Matter on Mortality Among the Elderly."
R
18
star
3

wildfire_mitigation

data repository for publicly available code and data of "Low-intensity fires mitigate the risk of catastrophic wildfires in California's forests"
R
5
star
4

Bayesian_IA_Timing

R package for "Optimizing Interim Analysis Timing for Bayesian Adaptive Commensurate Designs." A innovative Bayesian adaptive commensurate designs that borrows adaptively from historical information and also uses a payoff function to optimize the timing of the studyโ€™s interim analysis.
C++
5
star
5

TS_Stochastic

Public Available Code and Data to Reproduce Analyses in "Assessing the causal effects of a stochastic intervention in time series data: Are heat alerts effective in preventing deaths and hospitalizations?"
R
2
star
6

RC-GPS

Code for "Causal inference in the context of an error prone exposure: Air pollution and mortality". A new approach for estimating causal effects when the exposure is measured with error.
R
2
star