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A Kernel-Based Conditional Two-Sample Test Using Nearest Neighbors (with Applications to Calibration, Regression Curves, and Simulation-Based Inference)

A Chatterjee, Z Niu, BB Bhattacharya - arXiv preprint arXiv:2407.16550, 2024 - arxiv.org

… Specifically, we explore three applications: testing model calibration, regression curve evaluation, and validation of emulator models in simulation-based inference. We il…

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BibTeX

@misc{chatterjee2024kernelbasedconditionaltwosampletest,
      title={A Kernel-Based Conditional Two-Sample Test Using Nearest Neighbors (with Applications to Calibration, Regression Curves, and Simulation-Based Inference)}, 
      author={Anirban Chatterjee and Ziang Niu and Bhaswar B. Bhattacharya},
      year={2024},
      eprint={2407.16550},
      archivePrefix={arXiv},
      primaryClass={stat.ME},
      url={https//arxiv.org/abs/2407.16550}, 
}

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