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We describe semiparametric estimation and inference for causal effects using observational data from a single social network.
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Munoz, I. D. and van der Laan, M. J · 2011
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“The “unfriending” problem: The consequences of homophily in friendship retention for causal estimates of social influence.”
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simcausal: Simulating Longitudinal Data with Causal Inference Applications
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Hubbard, A. E., Kherad-Pajouh, S., and van der Laan, M. J · 2016
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Caron, F. and Fox, E. B · 2017
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“Conducting Simulations in Causal Inference with Networks-Based Structural Equation Models.”
Sofrygin, O., Neugebauer, R., and van der Laan, M. J · 2017
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“Semi-parametric estimation and inference for the mean outcome of the single time-point intervention in a causally connected population.”
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