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stat.AP2012
Partial Sliced Inverse Regression for Quality-Relevant Multivariate Statistical Process Monitoring
Yue Yu, Zhijie Sun
This paper introduces a popular dimension reduction method, sliced inverse regression (SIR), into multivariate statistical process monitoring. Provides an extension of SIR for the…
stat.AP2011
Cluster-Based Regularized Sliced Inverse Regression for Forecasting Macroeconomic Variables
Yue Yu, Zhihong Chen, Jie Yang
This article concerns the dimension reduction in regression for large data set. We introduce a new method based on the sliced inverse regression approach, called cluster-based regu…