As discussed in Chap. 1 , in asymptotic inference theory, we study the limiting behavior of a sequence $$\\{T_n, n \\ge 1\\}$$ of estimators of...Deshmukh, ShailajaSavitribai Phule Pune UniversityKulkarni, MadhuriSavitribai Phule Pune University...
As a nonparametric histogram estimator of the density function f(x), consider an estimator fn (x) of the form:where {An (x)} is a suitably chosen sequence of non-negative integer-valued indexing random variables; and {kn} is also an appropriately defined sequence of positive integers which...
consistency check consistency of data consistent consistent estimator consistently 在双语词典中的"consistency"译文 阿拉伯语 保加利亚语 波兰语 俄语 法语 葡萄牙语 塞尔维亚语 斯洛文尼亚语 西班牙语 意大利语 中文 我的训练词汇表 (使用从词典中选择词汇并将其导出到词汇训练器)在线...
of the distribution function, F , of X . The consistency of the NPMLE and the asymptotic distribution of an alternativ e estimator are obtained under the assumption that F and the insp ection time distribution are b oth con tin uous and some additional regularit y assumptions. Under the onl...
For order estimation of Markov chains, both are known to be strongly consistent when there is an upper-bound on the order. In the unbounded case, the BIC is also known to be consistent, but the KT estimator is consistent only with a bound o(log n) on the order. For context trees, ...
The consistency for estimator of nonparametric regression model based on NOD errors H. Hu, The consistency for estimator of non- parametric regression model based on NOD errors, Journal of Inequalities and Applications, 2012(140), 2012... W Yang,X Wang,X Wang… - 《Journal of Inequalities &...
We study the complete consistency for estimator of nonparametric regression model based on -mixing sequences by using the classical Rosenthal-type inequality and the truncated method. As an application, the complete consistency for the nearest neighbor estimator is obtained. 1. Introduction Consider the...
(thus simulating spelling spoken words). The ease and accuracy of the models in solving the mapping problem after training provides a natural alternative metric of word consistency: that is, the closeness to the target phonological word when the network is prompted with an orthographic word as ...
Crawford and Williams (1985) justified the RGMM by means of two different approaches: (1) the minimization of the log quadratic distance of errors (Logarithmic Least Squares Method); and (2) the maximum likelihood estimator of the priorities. The first is a deterministic approach and the second...
We consider the problem of nonparametric estimation of a concave regression function F. We show that the supremum distance between the least square s estimatorand F on a compact interval is typically of order(log(n)/n)2/5. This entails rates of convergence for the estimator's derivative. Mor...