Process Control and Statistics

From Eigenvector Research Documentation Wiki
Jump to navigation Jump to search

MSPC and Identification of Finite Impulse Response Models. See Also Exploratory Analysis

residuallimit - Estimates confidence limits for sum squared residuals.
tsqlim - Confidence limits for Hotelling's T^2.
batchalign - Convert data columns based on matching ref col to target vector.
batchdigester - Parse wafer or batch data into MPCA or Summary PCA form.
batchfold - Transform batch data into dataset for analysis.
batchmaturity - Batch process model and monitoring.
bspcgui - Batch Processor GUI.


autocor - Auto-correlation function for time series data.
crosscor - Cross-correlation function for time series data.
fir2ss - Transform FIR model into equivalent state space model.
plspulsm - Identifies FIR dynamics models for MISO systems.
plsrsgcv - Generate PLS models for MSPC with cross-validation.
plsrsgn - Generates a matrix of PLS models for MSPC.
replace - Replaces variables based on PCA or PLS models.
wrtpulse - Create input/output matrices for dynamic model identification.

(Sub topic of PLS_Toolbox_Topics)