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Spline pour les graphiques matriciels en diagramme de dispersion

Bonjour,

Existe-t-il un moyen de calculer une spline pour les tracés xy présentés dans une matrice de diagrammes de dispersion?

(une telle option existe pour le graphique bivarié).

Grâce à JSL serait génial si possible.

Merci

Re: Spline pour les graphiques matriciels en diagramme de dispersion

De votre question:

"Pensez-vous qu'il pourrait y avoir un moyen de faire ce qui est mentionné ci-dessus par le biais d'un générateur de graphes, avec un tracé empilé (différentes échelles y sur le même axe X)?"

il semble que vous n’êtes pas scolarisé en JSL.  Lorsque vous posez la plupart des questions sur JSL et la manipulation de la sortie, la réponse sera "OUI".  La vraie question doit être:

"Comment allez-vous.............?"

Je vous suggère fortement de lire le Guide de script JSL pour commencer votre parcours d’apprentissage de JSL.

     Aide ==> Livres ==> Guide de script

Pour en revenir à votre question ...... c'est un peu ambigu.  Je vais donc deviner que ce que vous voulez, c'est une matrice de sorties de Graph Builder.  Je devine également que vous savez que Graph Builder a la capacité de générer une matrice de sorties, mais ne peut pas changer les spécifications de la colonne Y de graphique en graphique ..... donc votre question.  Vous trouverez ci-dessous un exemple de solution.  C'est un morceau de JSL assez câblé, mais cela montre que vous pouvez faire le genre de chose pour laquelle vous demandiez.  Je laisserai les détails de ce dont vous avez réellement besoin pour le développement de votre code.  (Le forum de discussion communautaire n'est pas un endroit où trouver quelqu'un pour écrire des scripts à votre place)

 

Names default to here( 1 );
dt = Open( "$SAMPLE_DATA/Semiconductor Capability.jmp" );

// Build a window to place the output into
nw = New Window( "Plots", vlb = V List Box() );

// I chose to do a 4x4 matrix so the Row loop needs to loop 1-4
For( theRow = 1, theRow <= 4, theRow++, 

 // Create an object to place each rows output into
 hlb = H List Box();

 // Starting in the 5th column grab 4 pairs of columns, 2 at a time for each of the
 // 4 graphs to be generated for the current row
 For( theCol = 5 + (theRow - 1) * 8, theCol <= (5 + (theRow - 1) * 8) + 7, theCol = theCol + 2, 

  // Append into the object that is being built for the current row, the graph output
  hlb << append(
   // The graph code was generated by first interactively creating the Graph Builder
   // to the way I wanted it to look, and then saving the script to a script window.
   // The only change that I made after that, was to change the column reference
   // for the 2 Y column references, to point to column number from variable "theCol"
   // taken from the For() loop
   Graph Builder(
    Size( 227, 213 ),
    Show Control Panel( 0 ),
    Show Legend( 0 ),
    Variables( X( :lot_id ), Y( Column( theCol ) ), Y( Column( theCol+1 ), Position( 1 ) ) ),
    Elements( Bar( X, Y( 1 ), Y( 2 ), Legend( 6 ), Bar Style( "Stacked" ) ) ),
    SendToReport(
     Dispatch( {}, "Graph Builder", OutlineBox, {Set Title( "" )} ),
     Dispatch( {}, "lot_id", ScaleBox, {Label Row( Label Orientation( "Vertical" ) )} ),
     Dispatch( {}, "graph title", TextEditBox, {Set Text( "" )} )
    )
   )
  )
 );
 // Add the current row's object to the verticle list box in the display window
 vlb << append( hlb );
);

 

Re: Spline pour les graphiques matriciels en diagramme de dispersion

 Merci!!

Cela devrait bien fonctionner.

Pensez-vous qu'il pourrait y avoir un moyen de faire ce qui est mentionné ci-dessus par le biais d'un générateur de graphes, avec un tracé empilé (différentes échelles y sur le même axe X)?

Re: Spline pour les graphiques matriciels en diagramme de dispersion

La plate-forme matricielle scatterplot n'a pas d'ajustement spline, mais vous pourrez peut-être vous rapprocher de deux variables proches de ce que vous voulez ....

Voici un script moins que parfait qui fait ce qui précède ... vous pouvez le trouver un bon point de départ

names default to here(1);
dt=open("$SAMPLE_DATA/Semiconductor Capability.jmp" );

fg=Fit Group(
 Bivariate(
  Y( :NPN1 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN1 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP1 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP2 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN2 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP3 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP1 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :PNP4 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN3 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :IVP2 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :NPN1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :PNP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :PNP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :NPN2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :PNP3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :IVP1 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :PNP4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :NPN3 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :IVP2 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 Bivariate(
  Y( :NPN4 ),
  X( :NPN4 ),
  Fit Spline( 1000, {Line Color( {212, 73, 88} )} ),
  SendToReport(
   Dispatch( {}, "Bivar Plot", FrameBox, {Frame Size( 119, 111 )} )
  )
 ),
 <<{Arrange in Rows( 10 )}
);
For( i = 1, i <= N Items( fg << xPath( "//OutlineBox" ) ), i++,
 if( Contains( Report( fg )[Outline Box( i )] << get title, "Smoothing Spline Fit," ) == 1,
    Report( fg )[Outline Box( i )] << delete
 )
);

For( i = 1, i <= N Items( fg << xPath( "//OutlineBox" ) ), i++,
 If( Contains( Report( fg )[Outline Box( i )] << get title, "Bivariate Fit of" ) == 1,
   Report( fg )[Outline Box( i )] << set title(
   Substr( Report( fg )[Outline Box( i )] << get title, 18 ));
   Report( fg )[Outline Box( i )][Picture Box( 2 )] << delete;
 )
);