Both mean-square and uniform convergence rates are derived. Asymptotic normality is shown for nonlinear functionals of series estimators, covering many cases not previously treated. Also, a simple condition for n-consitency of a functional of a series estimator is given. The regularity conditions are straightforward to understand, a...
Upper bounds are derived for the rates of convergence for trigonometric series regression estimators of an unknown, smooth regression function. The resulting rates depend on the regression function satisfying certain periodic boundary conditions that may not hold in practice. To overcome such difficulties...
Hengqing Tong.Convergence rates for empirical Bayes estimators of parameters in multiparameter exponential families.Communications in Statistics. 1996Tong, H.Q. (1996). Convergence Rates for Empirical Bayes Estimators of Parameters in Multi-Parameter Exponential Families. Communications in Statistics 25(5)...
Tong H Q.: Convergence rates for empirical Bayes estimators of parameters in multi-parameter exponential families. Communications in Statistics(Theory and Methods) 25 (1996) 1089-1098Hengqing Tong.Convergence rates for empirical Bayes estimators of parameters in multiparameter exponential families. ...
Rates of convergence for minimum contrast estimators 117 Our purpose is to estimate the unknown s on the basis of the observations. The estimators that we shall consider in this paper are defined by the mean of a "contrast function". Definition 1. A real function ? on ~ x S is a ...
18.Rates of Strong Uniform Consistency for Kernel Density Estimators of Directional Data方向数据核密度估计强一致相合性的收敛速度 相关短句/例句 convergence speed收敛速度 1.Effect of calculation parameters on convergence speed of one-dimensional transient heat transfer series solution;计算参数对一维瞬态传热级...
We study the asymptotics of L p -estimators, p >0, as estimates of a parameter of location for data coming for a symmetric density with an infinity cusp at the center of symmetry of the distribution. In this situation, the data are more concentrated around the parameter of location than ...
transformation modelbinary response modelmaximum score estimatorThis paper establishes consistency and non-standard rates of convergence for set estimators based on contour sets of criterion functions for a semiparametric biSocial Science Electronic Publishing...
We also examined the convergence hypothesis by employing the methodology proposed by Phillips and Sul and kernel density estimators to identify club convergence. The analysis is very relevant for India, a country that has made enormous economic and social growth since 1990, and there has been a ...
Autoregressive Hilbertian (ARH) processes are of great importance in the analysis of functional time series data and estimation of the autocorrelation operators attracts the attention of various researchers. In this paper, we study estimators of the autocorrelation operators of periodically correlated ...