Local partial least squares based on global PLS scores
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DOI: 10.1002/cem.3117
Abstract: A local‐based method for near‐infrared spectroscopy predictions, the local partial least squares regression on global PLS scores (LPLS‐S), is proposed in this work and compared with the usual local PLS (LPLS) regression approach. LPLS‐S is… read more here.
Keywords: pls; least squares; local partial; lpls ... See more keywords
The local partial autocorrelation function and some applications
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DOI: 10.1214/20-ejs1748
Abstract: The classical regular and partial autocorrelation functions are powerful tools for stationary time series modelling and analysis. However, it is increasingly recognized that many time series are not stationary and the use of classical global… read more here.
Keywords: local partial; partial autocorrelation; time series; autocorrelation function ... See more keywords