John Della Rosa
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Distribution Textbook (Work in Progress)
by John Della Rosa
2D Kernel Density Estimation
Introduction to KDE
Data Input
Data Points (format: x1,y1 x2,y2 ...):
1,-5 2,-3 2,1 3,3 2,3 4,-4 2,0 1,-1 0,-3
Or upload CSV file:
Clear Uploaded Data
Generate Random Data Points:
Generate Random Data
Bandwidth Matrix (H)
Kernel Type:
Gaussian
Epanechnikov
Uniform
Triangular
Biweight (Quartic)
Cosine
Laplace
Auto Adjust Bounds:
Grid Granularity (Number of Points per Axis):
X Min:
X Max:
Y Min:
Y Max:
Contour Color Scale:
Viridis
Cividis
Hot
Jet
Rainbow
Portland
Electric
Earth
Picnic
Yellow Green Blue
Plot Type:
Contour Plot
3D Surface Plot
Display KDE
KDE Practice Problems