Plot_Partial_RSS_OnLine
Location: ..\cubatch\Model_PARAFAC\private\Plot_Partial_RSS_OnLine.m

function [Axes,MO] = Plot_Partial_RSS_OnLine (PlotStruct,ModelOut,MainFig);
Description:
It plots the sum of squares of the residuals (Q statistics) computed in an online fashion or the Squared Prediction Error (SPE) vs time (scalars in the last mode, which has to be given name: 'time'). The distiction between Q and SPE case is made by the 'userdata' of the calling menu ('Q' for Q and 'SPE' otherwise).
The confidence limits, computed by means of OnLineRes are automatically plot. If they where not originally present they are computed and saved in ModelOut.model.stats.qlim and in ModelOut.model.stats.spelim.
When the model has been applied to new data this plot automatically applies to the new data; the confidence limits are computed on the original data set.
For the axes specified by Axes the 'ModelOut' application-defined data is set, and it contains a copy of ModelOut (employed by PARAFACDisplayInfo).

Inputs:
PlotStruct: PlotStruct structure
ModelOut: ModelOut structure for the current model
MainFig: main figure handle

Outputs:
Axes: handle of the axes where the Q or SPE are plot
MO: ModelOut structure with the updated statistic. Empty if no new statistic was computed.

Called by:
Model_PARAFAC\PARAFACActivatePlots
NB. The actual call is made from PARAFACPlot via feval and not from Model_PARAFAC\PARAFACActivatePlots.

Subroutines:
Internal: None
External: onlineres, parafacpred, selectmodel

Author:
Giorgio Tomasi
Royal Agricultural and Veterinary University
MLI, LMT, Chemometrics group
Rolighedsvej 30
DK-1958 Frederiksberg C
Danmark
Last modified: 04-Nov-2002 13:25:48
Contact: Giorgio Tomasi, gt@kvl.dk
References
[1] Jackson, J.E., Mudholkar, G.S., "Control Procedures for Residuals associated with Principal Components Analysis", Technometrics, 21, (1979), 341
[2] - Nomikos P., Mac Gregor J.F., "Monitoring batch process using multiway principal component analysis", AIChE journal, Vol 40, n°8, 1994, 1361-1373