Satoh K (2026). “Wild Bootstrap Inference for Non-Negative Matrix Factorization with Random Effects.” arXiv:2603.01468, https://arxiv.org/abs/2603.01468.

Satoh K (2025). “Applying non-negative matrix factorization with covariates to structural equation modeling for blind input-output analysis.” arXiv:2512.18250, https://arxiv.org/abs/2512.18250.

Satoh K (2025). “Applying non-negative matrix factorization with covariates to label matrix for classification.” arXiv:2510.10375, https://arxiv.org/abs/2510.10375.

Satoh K (2025). “Applying non-negative Matrix Factorization with Covariates to Multivariate Time Series Data as a Vector Autoregression Model.” Japanese Journal of Statistics and Data Science. doi:10.1007/s42081-025-00314-0.

Satoh K (2024). “Applying Non-negative Matrix Factorization with Covariates to the Longitudinal Data as Growth Curve Model.” arXiv:2403.05359, https://arxiv.org/abs/2403.05359.

Satoh K (2023). “On Non-negative Matrix Factorization Using Gaussian Kernels as Covariates.” Japanese Journal of Applied Statistics, 52(2), 1–16. doi:10.5023/jappstat.52.59.

Corresponding BibTeX entries:

  @Misc{,
    title = {Wild Bootstrap Inference for Non-Negative Matrix
      Factorization with Random Effects},
    author = {Kenichi Satoh},
    year = {2026},
    note = {arXiv:2603.01468},
    url = {https://arxiv.org/abs/2603.01468},
  }

  @Misc{,
    title = {Applying non-negative matrix factorization with covariates
      to structural equation modeling for blind input-output analysis},
    author = {Kenichi Satoh},
    year = {2025},
    note = {arXiv:2512.18250},
    url = {https://arxiv.org/abs/2512.18250},
  }

  @Misc{,
    title = {Applying non-negative matrix factorization with covariates
      to label matrix for classification},
    author = {Kenichi Satoh},
    year = {2025},
    note = {arXiv:2510.10375},
    url = {https://arxiv.org/abs/2510.10375},
  }

  @Article{,
    title = {Applying non-negative Matrix Factorization with Covariates
      to Multivariate Time Series Data as a Vector Autoregression
      Model},
    author = {Kenichi Satoh},
    journal = {Japanese Journal of Statistics and Data Science},
    year = {2025},
    doi = {10.1007/s42081-025-00314-0},
  }

  @Misc{,
    title = {Applying Non-negative Matrix Factorization with Covariates
      to the Longitudinal Data as Growth Curve Model},
    author = {Kenichi Satoh},
    year = {2024},
    note = {arXiv:2403.05359},
    url = {https://arxiv.org/abs/2403.05359},
  }

  @Article{,
    title = {On Non-negative Matrix Factorization Using Gaussian
      Kernels as Covariates},
    author = {Kenichi Satoh},
    journal = {Japanese Journal of Applied Statistics},
    year = {2023},
    volume = {52},
    number = {2},
    pages = {1--16},
    doi = {10.5023/jappstat.52.59},
  }