Cheng, Bo; Wu, Xizhi - In: Statistics & Probability Letters 53 (2001) 2, pp. 113-121
Partial least squares (PLS) regression has received increasing attention in recent years. However, like other regression methods, PLS fitting could be substantially altered by one or a few influential points. This paper assesses the local influence by examining the second order derivatives on...