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Code for paper on causal inference under network interference with noise

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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.

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Code for paper on causal inference under network interference with noise

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