Published May 13, 2024
| Version v2
Dataset
Open
Results from, "Causal health impacts of power plant emission controls under modeled and uncertain physical process interference."
Description
This repository contains results from the paper, "Causal health impacts of power plant emission controls under modeled and uncertain physical process interference," by Wikle and Zigler (2024), to appear in Annals of Applied Statistics. The storage of these results helps facilitate access to and replication of the analysis in the paper. The results include output from the:
- Sulfate analysis
- tx-2016-100k-int-mx.RDS
- Asthma analysis
- asthma-pois-cut.RDS
- asthma-pois-plugin.RDS
- asthma-bart-cut.RDS
- asthma-bart-plugin.RDS
- Medicare analysis
- medicare-pois-cut.RDS
- medicare-pois-plugin.RDS
- medicare-bart-cut.RDS
- medicare-bart-plugin.RDS
- Simulation study
- simstudy-cm1-lm.RDS
- simstudy-cm1-bart.RDS
- simstudy-cm2-lm.RDS
- simstudy-cm2-bart.RDS
- simstudy-cm3-lm.RDS
- simstudy-cm3-bart.RDS
- simstudy-pm1-pois.RDS
- simstudy-pm1-bart.RDS
- simstudy-pm2-pois.RDS
- simstudy-pm2-bart.RDS
- simstudy-pm3-pois.RDS
- simstudy-pm3-bart.RDS
- Log-linear BART sensitivity analysis
- sensitivity-m100.RDS
- sensitivity-m200.RDS
- sensitivity-m300.RDS
- sensitivity-m400.RDS
- sensitivity-power05.RDS
- sensitivity-power1.RDS
- sensitivity-power15.RDS
- sensitivity-power2.RDS
- sensitivity-power25.RDS
- sensitivity-power3.RDS
- sensitivity-power4.RDS
- sensitivity-power5.RDS
A description of these results can be found at https://github.com/nbwikle/estimating-interference, along with the R code used to generate these (and other results, such as figures) found in the manuscript and supplementary material.
Files
Files
(28.9 GB)
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md5:02ef43b0d7cccfdef773bfb0a59d770a
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2.8 GB | Download |
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md5:1a31500c42f396d74f064d13f920fd27
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2.9 GB | Download |
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md5:79998173e58bbc14dd05ce65382aa70b
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159.7 MB | Download |
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md5:ee8c2bd689b134b9a75dab5738007c49
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282.3 MB | Download |
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md5:b2d4f87512235e67de8219e52b1de959
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465.9 MB | Download |
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287.0 MB | Download |
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md5:102d3d519a9d8223052c2161219bdd9c
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543.9 MB | Download |
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md5:d3b3c9703b88b28c1db37ba65e570930
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3.4 MB | Download |
Additional details
Dates
- Accepted
-
2024-05-13