Nonparametric localized bandwidth selection for kernel density estimation

TL;DR: In this article, a new method is proposed for efficient estimating the extreme value distribution (EVD) and small failure probabilities of structures subjected to non-stationary stochastic seismic excitations.

TL;DR: In this paper, the authors show that the actual locations of subgroups in real data (of both U.S. mutual funds and hedge funds) are too close to each other, and that an arbitrary choice of two subgroups only causes affordable information loss relative to more fund subgroups.

TL;DR: To process and store Automatic Identification System (AIS) data efficiently, a grid-based storage method of AIS data is proposed in this paper, and the relationship between grid width and sampling interval is established and the research results show that the proposed method can provide theoretical support for the safety supervision of the maritime authority.

TL;DR: The uncertain features fusion inspired method is developed by utilizing the data-graph conversion, texture analysis, and improved evidence fusion to realize evaluation and provides a new idea for large-scale high-dimensional data processing, decision making, uncertainty handling, and other engineering applications.

TL;DR: Computer simulations are used to compare the area and shape of kernel density estimates to the true area andshape of multimodal two—dimensional distributions and show the fixed kernel gave area estimates with very little bias and the cross—validated fixed kernel also gave surface estimates with the lowest error.

TL;DR: This paper constructs a statistical representation of the scene background that supports sensitive detection of moving objects in the scene, but is robust to clutter arising out of natural scene variations.

TL;DR: In this article, the authors recommend a "solve-the-equation" plug-in bandwidth selector as being most reliable in terms of overall performance for kernel density estimation.

TL;DR: An alternative method of cross-validation, based on integrated squared error, recently also proposed by Rudemo (1982), is derived, and Hall (1983) has established the consistency and asymptotic optimality of the new method.