Replication Data for: Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs (doi:10.7910/DVN/1YBDV6)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description

Citation

Title:

Replication Data for: Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs

Identification Number:

doi:10.7910/DVN/1YBDV6

Distributor:

Harvard Dataverse

Date of Distribution:

2017-12-05

Version:

Bibliographic Citation:

Papadogeorgou, Georgia, 2017, "Replication Data for: Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs", https://doi.org/10.7910/DVN/1YBDV6, Harvard Dataverse, V1, UNF:6:KNnfm8wpSiM/li+qZJ/WbA== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs

Identification Number:

doi:10.7910/DVN/1YBDV6

Authoring Entity:

Papadogeorgou, Georgia (Harvard University)

Distributor:

Harvard Dataverse

Access Authority:

Papadogeorgou, Georgia

Depositor:

Papadogeorgou, Georgia

Date of Deposit:

2017-12-05

Holdings Information:

https://doi.org/10.7910/DVN/1YBDV6

Study Scope

Keywords:

Earth and Environmental Sciences, Mathematical Sciences

Abstract:

This data set consists the analysis data set for the paper titled "Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs". It includes key power plant covariates, area level characteristics and ambient ozone concentrations with 100 km of the power plant.

Methodology and Processing

Sources Statement

Data Access

Notes:

Other Study Description Materials

Related Publications

Citation

Title:

Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs. Georgia Papadogeorgou, Fabrizia Mealli, Corwin Zigler

Identification Number:

1711.01280

Bibliographic Citation:

Causal Inference for Interfering Units With Cluster and Population Level Treatment Allocation Programs. Georgia Papadogeorgou, Fabrizia Mealli, Corwin Zigler

File Description--f3086911

File: subdta.tab

Number of cases: 473
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:KNnfm8wpSiM/li+qZJ/WbA==

In a data.table format including variables such as the treatment (SnCR), 4th maximum ambient ozone concentrations within 100km as measured on monitoring locations (mean4maxOzone) and other covariates. For replication, download in .dat format.

Variable Description

List of Variables:

SnCR - SnCR
mean4maxOzone - mean4maxOzone
Fac.Latitude - Fac.Latitude
Fac.Longitude - Fac.Longitude
pctCapacity_byHI - pctCapacity_byHI
Phase2 - Phase2
mean4MaxTemp - mean4MaxTemp
PctUrban - PctUrban
PctWhite - PctWhite
PctBlack - PctBlack
PctHisp - PctHisp
PctHighSchool - PctHighSchool
MedianHHInc - MedianHHInc
PctPoor - PctPoor
PctOccupied - PctOccupied
PctMovedIn5 - PctMovedIn5
MedianHValue - MedianHValue
logHeatInput - logHeatInput
logPopPerSQM - logPopPerSQM
mostlyGas - mostlyGas
small_nunits - small_nunits
med_nunits - med_nunits

Variables

SnCR

f3086911 Location:

Value	Label	Frequency	Text
1.	TRUE
0.	FALSE

Summary Statistics: Mean 0.32135306553911264; StDev 0.46749044682991747; Min. 0.0; Max. 1.0; Valid 473.0

Variable Format: numeric

Notes: UNF:6:RLk995YMruhutOD+MuoTlA==

mean4maxOzone

f3086911 Location:

Summary Statistics: Max. 0.0546666666666667; Valid 473.0; StDev 0.006906119794635774; Min. 0.002; Mean 0.025650417799255008

Variable Format: numeric

Notes: UNF:6:ybZd+nA0f6E38KsYqP2dGg==

Fac.Latitude

f3086911 Location:

Summary Statistics: Max. 48.4553; Min. 25.6321; Valid 473.0; StDev 4.462847080987841; Mean 38.11337124735729

Variable Format: numeric

Notes: UNF:6:RytXt0ikGDAukDwydGrWyA==

Fac.Longitude

f3086911 Location:

Summary Statistics: Max. -68.7106; StDev 14.531231207777159; Mean -90.33005517970402; Valid 473.0; Min. -122.7231

Variable Format: numeric

Notes: UNF:6:kd7ddShij3W0/V/hILwrmQ==

pctCapacity_byHI

f3086911 Location:

Summary Statistics: Min. 0.00104555818382847; StDev 0.2904969567487371; Valid 473.0; Max. 1.1164356941787; Mean 0.4187570309031339

Variable Format: numeric

Notes: UNF:6:ESKQMfJpoamo96vlO+yzrQ==

Phase2

f3086911 Location:

Summary Statistics: Max. 1.0; Mean 0.7949260042283297; StDev 0.4041831645800895; Min. 0.0; Valid 473.0

Variable Format: numeric

Notes: UNF:6:cAE0aUKgy+93r3l/matAUg==

mean4MaxTemp

f3086911 Location:

Summary Statistics: Max. 98.8888888888889; StDev 7.845422096267909; Valid 473.0; Mean 69.87059273713264; Min. 52.0

Variable Format: numeric

Notes: UNF:6:8AzrFEf3UtpG2g7TguPimg==

PctUrban

f3086911 Location:

Summary Statistics: Mean 0.7320680098705634; Max. 1.0; Valid 473.0; StDev 0.33453746654922334; Min. 0.0

Variable Format: numeric

Notes: UNF:6:tp2iRCUdGnaTm1JhyR5eIw==

PctWhite

f3086911 Location:

Summary Statistics: Mean 0.7866344416906971; Min. 0.0268817204301075; Valid 473.0; Max. 1.0; StDev 0.1692700952416619

Variable Format: numeric

Notes: UNF:6:J9G34jKJ/NgBEkf1IRHLsw==

PctBlack

f3086911 Location:

Summary Statistics: Valid 473.0; Min. 0.0; StDev 0.1307755993705776; Mean 0.1023761179209191; Max. 0.836094127981734

Variable Format: numeric

Notes: UNF:6:YeqvhXLzJnn0ZM7OFWx7Gw==

PctHisp

f3086911 Location:

Summary Statistics: Mean 0.11151436252922566; Valid 473.0; Max. 0.953450469072985; StDev 0.15659885507437568; Min. 0.0

Variable Format: numeric

Notes: UNF:6:NPFiiiirPlwD7u0xEfaOlQ==

PctHighSchool

f3086911 Location:

Summary Statistics: Min. 0.1; Valid 473.0; Mean 0.30686096157439297; Max. 0.543966712898752; StDev 0.0797236026265838

Variable Format: numeric

Notes: UNF:6:0RL/DBXkvQc1JXUksqwV8w==

MedianHHInc

f3086911 Location:

Summary Statistics: Valid 473.0; Min. 20686.4; Max. 93580.4222222222; StDev 12301.640894454064; Mean 43815.152458295066

Variable Format: numeric

Notes: UNF:6:MncyldsEQzdxINYLZ6B/Ww==

PctPoor

f3086911 Location:

Summary Statistics: Min. 0.0; StDev 0.06199815636211453; Mean 0.12303801961093119; Max. 0.371455600563802; Valid 473.0

Variable Format: numeric

Notes: UNF:6:JqCKbW1LXNhQ3x8I7rVcRQ==

PctOccupied

f3086911 Location:

Summary Statistics: Mean 0.9066778858629906; StDev 0.0996283880199124; Valid 473.0; Max. 0.985691372615229; Min. 0.155940594059406

Variable Format: numeric

Notes: UNF:6:TaSJ0cGwdQA/V3is9GmImw==

PctMovedIn5

f3086911 Location:

Summary Statistics: Max. 0.825952250774558; Mean 0.4766516492926759; Min. 0.111111111111111; Valid 473.0; StDev 0.089005497566542;

Variable Format: numeric

Notes: UNF:6:K49lnaL8L90ooSX1BVQLXQ==

MedianHValue

f3086911 Location:

Summary Statistics: StDev 74126.58927173613; Valid 473.0; Max. 693700.0; Mean 126077.92240605768; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:rBLqmykchwdKvJRk713boA==

logHeatInput

f3086911 Location:

Summary Statistics: Min. 6.67635901754095; StDev 1.9673460636911562; Mean 14.111465760814191; Max. 17.8678150911597; Valid 473.0

Variable Format: numeric

Notes: UNF:6:NptGRrM6+xpcj7Ynz9rkjA==

logPopPerSQM

f3086911 Location:

Summary Statistics: Mean 6.073005742715337; Min. -0.731604797454164; Valid 473.0; Max. 10.3349139896358; StDev 1.7019682630278958;

Variable Format: numeric

Notes: UNF:6:reN2BlZK0+sIEfyjEgGKAw==

mostlyGas

f3086911 Location:

Summary Statistics: StDev 0.48273484523689764; Valid 473.0; Min. 0.0; Max. 1.0; Mean 0.6321353065539103

Variable Format: numeric

Notes: UNF:6:SiVR6/cJbTGDBhdWXuuANQ==

small_nunits

f3086911 Location:

Summary Statistics: Min. 0.0; Valid 473.0; StDev 0.4976113798126967; Max. 1.0; Mean 0.5539112050739956;

Variable Format: numeric

Notes: UNF:6:uR3xDzDRi+zYEssyQRWFQw==

med_nunits

f3086911 Location:

Summary Statistics: Max. 1.0; StDev 0.4777730647954976; Valid 473.0; Mean 0.35095137420718814; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Jr44YAFBQB3yxAznkwax0Q==