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Code for paper on causal inference under network interference with noise

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Data		Data
R		R
Results		Results
README.md		README.md

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CausInfNoisyNet

This repository contains code supporting the text "Causal Inference under Network Interference with Noise"

R

Create true networks : createTrueNet.R
Create treatments : createTreatment.R
Create noisy networks : getNoisyNet.R
Estimate netork noise (Algorithm 1) : getNetNoise.R
Estimate causal effects : getEst.R
Estimate variances and confidence intervals of estimators of causal effects : getVarEst.R

Results

Figure 4.1 : simulation.R

Data

British secondary schools

Kucharski, Adam J., et al. "Structure and consistency of self-reported social contact networks in British secondary schools." PloS one 13.7 (2018): e0200090.