On Locally Adaptive Density Estimation Export

@article{citeulike:1165800, abstract = {: In this paper, theoretical and practical aspects of the sample-point adaptive positive kernel density estimator are examined. A closed-form expression for the mean integrated squared error is obtained through the device of preprocessing the data by binning. With this expression, the exact behavior of the optimally adaptive smoothing parameter function is studied for the first time. The approach differs from most earlier techniques in that bias of the adaptive estimator remains O(h 2 ) and...}, author = {Sain, Stephan R. and Scott, David W.}, citeulike-article-id = {1165800}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.38.7339}, comment = {bin representation detruit l article de Abramson. Lu en diagonale}, journal = {Journal of the American Statistical Association}, keywords = {kernel, variable}, month = {????}, number = {436}, pages = {1525--??}, posted-at = {2007-03-15 17:59:19}, priority = {2}, title = {On Locally Adaptive Density Estimation}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.38.7339}, volume = {91}, year = {1996} }

TY - JOUR ID - citeulike:1165800 L3 - citeulike-article-id:1165800 N2 - : In this paper, theoretical and practical aspects of the sample-point adaptive positive kernel density estimator are examined. A closed-form expression for the mean integrated squared error is obtained through the device of preprocessing the data by binning. With this expression, the exact behavior of the optimally adaptive smoothing parameter function is studied for the first time. The approach differs from most earlier techniques in that bias of the adaptive estimator remains O(h 2 ) and... IS - 436 JF - Journal of the American Statistical Association EP - ?? TI - On Locally Adaptive Density Estimation VL - 91 SP - 1525 KW - kernel KW - variable N1 - bin representation detruit l article de Abramson. Lu en diagonale AU - Sain, Stephan AU - Scott, David PY - 1996/????// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.38.7339 ER -