Replication Data for: Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models (doi:10.7910/DVN/8AKACJ)

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Part 1: Document Description
Part 2: Study Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Replication Data for: Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models

Identification Number:

doi:10.7910/DVN/8AKACJ

Distributor:

Harvard Dataverse

Date of Distribution:

2016-08-26

Version:

1

Bibliographic Citation:

Xu, Yiqing, 2016, "Replication Data for: Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models", https://doi.org/10.7910/DVN/8AKACJ, Harvard Dataverse, V1, UNF:6:zmFWcr0VKAYTexH34Z+5UQ== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models

Identification Number:

doi:10.7910/DVN/8AKACJ

Authoring Entity:

Xu, Yiqing

Producer:

Political Analysis

Distributor:

Harvard Dataverse

Access Authority:

Xu, Yiqing

Depositor:

Xu, Yiqing

Date of Deposit:

2016-08-07

Series Name:

Volume #, Issue #

Holdings Information:

https://doi.org/10.7910/DVN/8AKACJ

Study Scope

Keywords:

Social Sciences, causal inference, difference-in-differences, synthetic control method, interactive fixed effects, factor analysis, time-series cross-sectional data

Abstract:

This replication file contains data and source code to replicate the results in "Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models" by Yiqing Xu

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Other Study Description Materials

Related Publications

Citation

Title:

Forthcoming, Political Analysis

Bibliographic Citation:

Forthcoming, Political Analysis

Other Study-Related Materials

Label:

FLSource.RData

Text:

Storing fixed factors and loadings

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application/x-rlang-transport

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gsynth_1.0.tar.gz

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R source file

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application/x-gzip

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ReadMe.txt

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ReadMe

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text/plain

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rep_simdata.R

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Replication program: a simulated sample

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type/x-r-syntax

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rep_turnout.R

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Replication program: the EDR example

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type/x-r-syntax

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sim_adh.R

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Simulations: comparison with ADH (2010)

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type/x-r-syntax

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sim_coverage.R

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Simulations: coverage

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type/x-r-syntax

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sim_DID.R

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Simulations: comparison with diff-in-diffs

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type/x-r-syntax

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sim_factor.R

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Simulations: choice of the number of factors

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type/x-r-syntax

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sim_inter.R

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Simulations: comparison with interactive fixed effects

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type/x-r-syntax

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sim_sampling.R

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Simulations: generating random samples

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type/x-r-syntax

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sim_TN.R

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Simulations: finite sample properties

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type/x-r-syntax