Partial Least Squares (PLS) Regression Model in Matlab: Outlier Detection and Variable Selection
Full text download:http://tecdat.cn/?p=22319 This article establishes a Partial Least Squares (PLS) regression (PLSR) model and evaluates its predictive performance. To create a reliable model, we also implement several common outlier detection and variable selection methods to remove potential outliers and use a subset of selected variables to “clean” your data(Click the “Read the original text” … Read more