Toy Examples
收藏arXiv2025-09-30 收录
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https://github.com/Anoise/DistPred
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资源简介：
该数据集包含了8个具有不同数据生成函数统计特征的玩具示例，这些特征包括线性、二次、正弦、对数对数线性、对数对数三次以及反正弦回归等。此外，该数据集旨在评估所提出的DistPred方法在为新型协变量生成类似真实响应变量的样本方面的有效性。规模较小，包含8个不同的示例，适用于回归和预测任务。
This dataset includes 8 toy examples with statistical features of distinct data generation functions. These features cover linear, quadratic, sinusoidal, log-log linear, log-log cubic, and arcsine regression, among others. Moreover, this dataset is designed to evaluate the effectiveness of the proposed DistPred method in generating samples similar to real response variables for novel covariates. With a small scale, it contains 8 distinct examples and is applicable to regression and prediction tasks.
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