Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching Dataverse

This dataverse contains the data for the paper Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching, by Papadogeorgou, Choirat, and Zigler. The current version of the paper is available at: https://arxiv.org/pdf/1610.07583.pdf The code to recreate the replication data set from the data sets on power plant emissions, ozone and temperature information can be found at https://github.com/gpapadog/DAPSm-Analysis. The analysis can be replicated from code in the same Github repository and the DAPSm R package found at https://github.com/gpapadog/DAPSm.

Featured Dataverses

In order to use this feature you must have at least one published or linked dataverse.

Publish Dataverse

Are you sure you want to publish your dataverse? Once you do so it must remain published.

Publish Dataverse

This dataverse cannot be published because the dataverse it is in has not been published.

Delete Dataverse

Are you sure you want to delete your dataverse? You cannot undelete this dataverse.

1 to 3 of 3 Results

OzTempCen678_04.tab Dec 5, 2017 - Ozone, Temperature and Census Raw Data Tabular Data - 378.0 KB - 31 Variables, 958 Observations - UNF:6:2LFuJrfGBsxsLBRb26umeg== Ozone Temperature and Census data linked to the ozone monitoring sites. The file is in .Rdata format.
AMPD_Unit_with_Sulfur_Content_and_Regulations_with_Facility_Attributes.csv Dec 5, 2017 - Power Plant Emissions Data Comma Separated Values - 765.7 MB - MD5: b119b71989e3a665f9a9e8eb216276e6 This data set contains data on emissions (and other characteristics) at the level of Electricity Generating Unit (EGU). These data were derived from the EPA Air Markets Program Data (AMPD).
analysis_dat.tab Dec 5, 2017 - Replication Data for: Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching Tabular Data - 128.9 KB - 23 Variables, 473 Observations - UNF:6:s1ohKMuxPzF0XetwktZzdw== Data This data set corresponds to the analysis_dat data constructed in the data analysis script. It is in a data.table format and it includes variables such as the treatment (SnCR), total number of NOx emissions (totNOxemissions), 4th maximum ambient ozone concentrations within 100km as measured on monitoring locations (mean4maxOzone) and other covariat...

OzTempCen678_04.tab

Dec 5, 2017 - Ozone, Temperature and Census Raw Data

Tabular Data - 378.0 KB - 31 Variables, 958 Observations -

Ozone Temperature and Census data linked to the ozone monitoring sites. The file is in .Rdata format.

AMPD_Unit_with_Sulfur_Content_and_Regulations_with_Facility_Attributes.csv

Dec 5, 2017 - Power Plant Emissions Data

Comma Separated Values - 765.7 MB -

This data set contains data on emissions (and other characteristics) at the level of Electricity Generating Unit (EGU). These data were derived from the EPA Air Markets Program Data (AMPD).

analysis_dat.tab

Dec 5, 2017 - Replication Data for: Adjusting for Unmeasured Spatial Confounding with Distance Adjusted Propensity Score Matching

Tabular Data - 128.9 KB - 23 Variables, 473 Observations -

Data

This data set corresponds to the analysis_dat data constructed in the data analysis script. It is in a data.table format and it includes variables such as the treatment (SnCR), total number of NOx emissions (totNOxemissions), 4th maximum ambient ozone concentrations within 100km as measured on monitoring locations (mean4maxOzone) and other covariat...

Add Data

Share Dataverse

Link Dataverse

Reset Modifications