Enhancing scatterplots with smoothed densities

MOTIVATION Scatterplots of microarray data generally contain a very large number of dots, making it difficult to get a good impression of their distribution in dense areas. RESULTS We present a fast and simple algorithm for two-dimensional histogram smoothing, to visually enhance scatterplots. AVAILABILITY Functions for Matlab and R are available from the corresponding author.

[1]  P. Eilers A perfect smoother. , 2003, Analytical chemistry.

[2]  Paul H. C. Eilers Smoothing and Interpolation with Finite Differences , 1994, Graphics Gems.

[3]  Edmund Taylor Whittaker On a New Method of Graduation , 1922, Proceedings of the Edinburgh Mathematical Society.