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One particular parameter of the kernel, bandwidth, can result in highly misleading visualization given arbitrarily chosen values. Here is an example http://en.w
by xfs 14y ago
One particular parameter of the kernel, bandwidth, can result in highly misleading visualization given arbitrarily chosen values. Here is an example http://en.wikipedia.org/wiki/File:Comparison_of_1D_bandwidth_selectors.png http://en.wikipedia.org/wiki/File:Comparison_of_1D_bandwidth...
The smoothing give unsavvy readers a false sense of accuracy. With histogram they can at least tell it's an approximation.
- noelwelsh 14y agoYup. Luckily there are good methods for choosing the bandwidth: http://www.umiacs.umd.edu/labs/cvl/pirl/vikas/Software/optimal_bw/optimal_bw_code.htm http://www.umiacs.umd.edu/labs/cvl/pirl/vikas/Software/optim...