It is found that the performance of kernel-based methods is superior to linear statistical model and that of kernel PLS is also superior to kernel PCR.

• 对比研究发现，基于核函数方法的软测量模型要优于线性统计模型，而核函数PLS模型性能优于核函数PCR。