正交级数密度估计中项的选择

The Selection of Terms in an Orthogonal Series Density Estimator

Journal of the American Statistical Association · 1986
被引 10
ABS 4

中文导读

研究发现Kronmal和Tarter的正交级数密度估计项选择规则在密度函数傅里叶系数非单调时表现不佳甚至不一致,并提出了改进方法。

Abstract

Abstract We show that Kronmal and Tarter's well-known rule for selecting the terms in an orthogonal series density estimator can lead to poor performance and even inconsistency in certain cases. These difficulties arise when the underlying density has a nonmonotone sequence of Fourier coefficients, as is likely to be the case with sharply peaked or multimodal distributions. We suggest a way of overcoming these shortcomings.

计量经济学统计学非参数估计密度估计