To cite package ‘sgd’ in publications use:

Kim J, Tran D, Toulis P (2025). sgd: Stochastic Gradient Descent for Scalable Estimation. R package version 1.1.3, https://github.com/airoldilab/sgd.

Corresponding BibTeX entry:

  @Manual{,
    title = {sgd: Stochastic Gradient Descent for Scalable Estimation},
    author = {Junhyung Lyle Kim and Dustin Tran and Panos Toulis},
    year = {2025},
    note = {R package version 1.1.3},
    url = {https://github.com/airoldilab/sgd},
  }