Plot_D_Statistic
Location: ..\cubatch\Model_nPLS1\private\Plot_D_Statistic.m

function [Axes,MO] = Plot_D_Statistic (PlotStruct,ModelOut,MainFig);
Description:
Plots the D statistics for the selected sample/batches in the 'offline' mode and the D statistics vs time (i.e. the scalars in the last mode) for the selected sample/batch in the 'online' mode. The mode is based on the 'userdata' of the calling menu: 'on' for 'online' and 'off' for 'offline'.
The values are computed by means of DLims if they where not originally present and saved in ModelOut.model.stats.d_on, and ModelOut.model.stats.d_off.
When the model has been applied to new data this plot automatically applies to the new data.
This plot is currently available only for the X matrix.
For the axes specified by Axes the 'ModelOut' application-defined data is set, and it contains a copy of ModelOut.(employed by nPLS1DisplayInfo)

Inputs:
PlotStruct: PlotStruct structure
ModelOut: ModelOut structure for the model selected via the menus in the main window.
MainFig: main figure handle

Outputs:
Axes: handle of the axes where the D-statistic s are plot.
MO: ModelOut structure with the updated statistic. Empty if no new statistic was computed.

Called by:
Model_nPLS1\nPLS1ActivatePlots
NB. The actual call is made from nPLS1Plot via feval and not from Model_nPLS1\nPLS1ActivatePlots.

Subroutines:
Internal: None
External: dlims, nplspred, plspred, selectmodel

Author:
Giorgio Tomasi
Royal Agricultural and Veterinary University
MLI, LMT, Chemometrics group
Rolighedsvej 30
DK-1958 Frederiksberg C
Danmark
Last modified: 11-Oct-2002 18:47:18
Contact: Giorgio Tomasi, gt@kvl.dk
References
[1] - Nomikos P., Mac Gregor J.F., "Monitoring batch process using multiway principal component analysis", AIChE journal, Vol 40, n°8, 1994, 1361-1373
[2] - Nomikos P., Mac Gregor J.F., "Multi-way partial least squares in monitoring batch process", Chemometrics Intell. Lab Syst., Vol 30, 1995, 97-108