plotting - Visualization of Bivariate Distributions

I know it is perfectly possible to show the bivariate probability distributions in MMA. But my question is can we show each dimension of distribution in 2D dimension while we are showing the 3D plot? The same as here:

enter image description here

How we can have the 2D histograms in the sides and 3D histogram in between?

Answer

You can also try this:

Generate yor data:

data = RandomVariate[\[ScriptD] = 
  MultinormalDistribution[{0, 0}, {{1, 0.9}, {0.9, 2}}], 10^4];

To improve a little bit the final image, you might want to introduce lighting vectors:

lightSources = {
 {"Directional", White,Scaled[{1, 0, 1}]}, 
 {"Directional", White,Scaled[{1, .5, 1}]}, 
 {"Directional", White, Scaled[{.5, 0, 1}]}
};

Create the 3D histogram

G1 = Histogram3D[data, {0.25}, "PDF", ColorFunction -> "Rainbow", 
  PlotRange -> {{-4, 4}, {-4, 4}, All}, ImageSize -> Medium, 
  Boxed -> False, Lighting -> lightSources]

Create the individual histograms

G3 = Histogram[Transpose[data][[1]], {-4, 4, .25}, "Probability", 
  ColorFunction -> Function[{height}, ColorData["Rainbow"][height]], 
  Axes -> False]

G4 = Histogram[Transpose[data][[2]], {-4, 4, .25}, "Probability", 
  ColorFunction -> Function[{height}, ColorData["Rainbow"][height]], 
  Axes -> False]

Show them all together:

G5 = Graphics3D[{EdgeForm[], Texture[G3], 
 Polygon[{{4, 4, 0}, {-4, 4, 0}, {-4, 4, 0.2}, {4, 4, 0.2}},  
   VertexTextureCoordinates -> {{0, 0}, {1, 0}, {1, 1}, {0, 1}}]}, 
 Axes -> False, Boxed -> False];
G6 = Graphics3D[{EdgeForm[], Texture[G4], 

 Polygon[{{-4, 4, 0}, {-4, -4, 0}, {-4, -4, 0.2}, {-4, 4, 0.2}}, 
   VertexTextureCoordinates -> {{0, 0}, {1, 0}, {1, 1}, {0, 1}}]}, 
 Axes -> False, Boxed -> False];
Show[G1, G5, G6]

enter image description here

EDITED

If you want a strict 2D representation of the data you can try this:

DH = DensityHistogram[data, {-4, 4, .25}, ColorFunction -> "Rainbow", Frame -> False];
GraphicsGrid[{{G3,}, {DH, Rotate[G4, -.5 Pi]}}]

enter image description here

Comments

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