papers

Modified

June 27, 2024

I develop statistical methods for causal inference on social networks.

See also: Google Scholar, personal Github, lab Github.

working papers, pre-prints & manuscripts under review

  1. Peer effects in the linear-in-means model may be inestimable even when identified. Alex Hayes and Keith Levin. (working paper)
  2. Co-factor analysis of citation networks. Alex Hayes and Karl Rohe. (under review)
  3. Estimating network-mediated causal effects via spectral embeddings. Alex Hayes, Mark M. Fredrickson, and Keith Levin. arXiv, April 14, 2023. http://arxiv.org/abs/2212.12041. (pre-print)

publications

  1. Welcome to the Tidyverse. Hadley Wickham, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, Alex Hayes, Lionel Henry, Jim Hester, Max Kuhn, Thomas Lin Pedersen, Evan Miller, Kirill Müller, David Robinson, Dana Paige Seidel, Vitalie Spinu, Kohske Takahashi, Davis Vaughan, Claus Wilke, Kara Woo, Hiroaki Yutani. Journal of Open Source Software, 2019. pdf