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Replication data for: Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference
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Documentation, Data and Analysis
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1. Documentation
matchp.pdf
Adobe PDF - 378 KB - 44 downloads
Article related to this study: Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference
readme.txt
Plain Text - 1 KB - 88 downloads
Detailed description of data and documentation in this study
2. Data
FDA-Carpenter.csv
Plain Text - 28 KB - 80 downloads
Carpenter's data read by matchfda.R; selected variables from full data set, for table 1
FDA-carpenter.tab
Tab Separated - 27 KB - 78 downloads + analyses
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Carpenter's data read by matchfda.R; selected variables from full data set, for table 1
Tabular Data408 Cases20 Variables
View Data Citation [+]
Figure1Data.tab
Tab Separated - 1 KB - 68 downloads + analyses
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Data file for Figure 1
Tabular Data61 Cases3 Variables
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Figure1Data.txt
Plain Text - 1 KB - 81 downloads
Data files for figure 1, text file format
Figure1.Rdata
R Binary - 2 KB - 67 downloads
Data files for figure 1, R file format
Visibility-Koch.csv
Plain Text - 391 KB - 76 downloads
Koch's data, read by koch.R; selected variables from full data set
Visibility-Koch.tab
Tab Separated - 385 KB - 68 downloads + analyses
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Koch's data; selected variables from full data set
Tabular Data4790 Cases12 Variables
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3. Supplementary Information
fdadens.pdf
Adobe PDF - 18 KB - 74 downloads
Figure 2 (FDA)
fdafigure.R
Plain Text - 2 KB - 70 downloads
R program to create figure 2 (FDA)
fdatable.R
Plain Text - 2 KB - 68 downloads
R program to create the table 1 (FDA)
Figure1.R
Plain Text - 2 KB - 66 downloads
R program to create Figure 1
fn.R
Plain Text - 1 KB - 68 downloads
R program with functions used in matchfda.R and koch.R for table 1
kochdens.pdf
Adobe PDF - 18 KB - 77 downloads
Figures 4 (Koch)
kochqq.pdf
Adobe PDF - 41 KB - 71 downloads
Figure 3 (Koch)
koch.R
Plain Text - 4 KB - 75 downloads
R program to run the models, creates Figures 3 and 4
matchfda.out
Plain Text - 11 KB - 69 downloads
Output from matchfda.R, for table 1
matchfda.R
Plain Text - 7 KB - 79 downloads
R program to run the models and table and figure programs
olspanel-sept06.pdf
Adobe PDF - 35 KB - 65 downloads
Figure 1
© Kosuke Imai