点击上方“Deephub Imba”,关注公众号,好文章不错过 !预测不确定性量化在数据驱动决策过程中具有关键作用。无论是评估医疗干预的风险概率还是预测金融市场的价格波动范围，我们常需要构建预测区间——即以特定置信度包含目标真值的概率区间。分位数回归 ...

The following properties of Q-Q plots and probability plots make them useful diagnostics of how well a specified theoretical distribution fits a set of measurements: Q-Q plots are more convenient than ...

Figure 10.6 illustrates how a Q-Q plot is constructed. First, the n nonmissing values of the variable are ordered from smallest to largest: ...

The goal of a machine learning regression problem is to predict a single numeric value. Quantile regression is a variation where you are concerned with under-prediction or over-prediction. I'll phrase ...

Contrary to widely held views, ICT technologies in the United States are aggravating CO2 emissions rather than alleviating ...

https://doi.org/10.15609/annaeconstat2009.134.0177 • https://www.jstor.org/stable/10.15609/annaeconstat2009.134.0177 This paper investigates the estimation of a ...