Adaptive Kernel Density Estimation Export

@misc{citeulike:376159, abstract = {The need for improvements over the fixed kernel density estimator in certain situations has been discussed extensively in the literature, particularly in the application of density estimation to mode hunting. Problem densities often exhibit skewness or multimodality with differences in scale for each mode. By varying the bandwidth in some fashion, it is possible to achieve significant improvements over the fixed bandwidth approach. In general, variable bandwidth kernel density estimators can be ...}, author = {Sain, S.}, citeulike-article-id = {376159}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.3682}, keywords = {adaptive, bandwidth, densityestimation, kde, statistics}, posted-at = {2005-11-02 02:09:26}, priority = {2}, title = {Adaptive Kernel Density Estimation}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.3682}, year = {1994} }

TY - GEN ID - citeulike:376159 L3 - citeulike-article-id:376159 N2 - The need for improvements over the fixed kernel density estimator in certain situations has been discussed extensively in the literature, particularly in the application of density estimation to mode hunting. Problem densities often exhibit skewness or multimodality with differences in scale for each mode. By varying the bandwidth in some fashion, it is possible to achieve significant improvements over the fixed bandwidth approach. In general, variable bandwidth kernel density estimators can be ... TI - Adaptive Kernel Density Estimation KW - adaptive KW - bandwidth KW - densityestimation KW - kde KW - statistics AU - Sain, S PY - 1994/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.3682 ER -