Multivariate Visualization by Density Estimation - Data Visualization - page 391

Multivariate Visualization
by Density Estimation

III.5

Michael C. Minnotte, Stephan R. Sain, David W. Scott

5.1 Univariate Density Estimates .............................................................

390

Histograms ............................................................................................. 390

Improved Binned Density Estimates ........................................................ 393

Kernel Density Estimates ......................................................................... 394

Kernel Variants ....................................................................................... 397

Multiscale Visualization of Density Estimates ............................................ 400

5.2 Bivariate Density Estimates ...............................................................

401

Bivariate Histograms ............................................................................... 402

Bivariate Kernel Density Estimators .......................................................... 404

5.3 Higher-dimensional Density Estimates ............................................

406