Results 21 to 30 of about 4,259,138 (261)

Strong consistency of a kernel-based rule for spatially dependent data [PDF]

Arab Journal of Mathematical Sciences, 2020
We consider the kernel-based classifier proposed by Younso (2017). This nonparametric classifier allows for the classification of missing spatially dependent data. The weak consistency of the classifier has been studied by Younso (2017).
Ahmad Younso, Ziad Kanaya, Nour Azhari
doaj   +1 more source

A note on strong-consistency of componentwise ARH(1) predictors

, 2019
New results on strong-consistency in the trace operator norm are obtained, in the parameter estimation of an autoregressive Hilbertian process of order one (ARH(1) process).
Álvarez Liébana, Javier, Ruiz Medina, María Dolores   +1 more
core   +1 more source

On strong Hellinger consistency of posterior distributions

, 2012
We establish a sufficient condition ensuring strong Hellinger consistency of posterior distributions. We also prove a strong Hellinger consistency theorem for the pseudoposterior distributions based on the likelihood ratio with power 0 < alpha < 1, which
Ranneby, Bo, Xing, Yang, Xing, Yang,, Sveriges lantbruksuniversitet., Ranneby, Bo,, Lund University.   +5 more
core   +2 more sources

Strong Consistency of Incomplete Functional Percentile Regression

Axioms
This paper analyzes the co-fluctuation between a scalar response random variable and a curve regressor using quantile regression. We focus on the situation wherein the output variable is observed with random missing.
Mohammed B. Alamari, Fatimah A. Almulhim, Ouahiba Litimein, Boubaker Mechab   +3 more
doaj   +1 more source

Consistency management with repair actions [PDF]

, 2003
Comprehensive consistency management requires a strong mechanism for repair once inconsistencies have been detected. In this paper we present a repair framework for inconsistent distributed documents.
Nentwich, C., C. Nentwich, W. Emmerich, A. Finkelstein, Finkelstein, A., Emmerich, W.   +5 more
core   +1 more source

Asymptotic Growth of Sample Paths of Tempered Fractional Brownian Motions, with Statistical Applications to Vasicek-Type Models

Fractal and Fractional
Tempered fractional Brownian motion (TFBM) and tempered fractional Brownian motion of the second kind (TFBMII) modify the power-law kernel in the moving average representation of fractional Brownian motion by introducing exponential tempering.
Yuliya Mishura, Kostiantyn Ralchenko
doaj   +1 more source

Some Asymptotic Results of Kernel Density Estimator in Length-Biased Sampling [PDF]

Journal of Sciences, Islamic Republic of Iran, 2013
In this paper, we prove the strong uniform consistency and asymptotic normality of the kernel density estimator proposed by Jones [12] for length-biased data.The approach is based on the invariance principle for the empirical processes proved by Horváth [
M. Ajami, V. Fakoor, S. Jomhoori
doaj  

Variable Selection Using Nonlocal Priors in High-Dimensional Generalized Linear Models With Application to fMRI Data Analysis

Entropy, 2020
High-dimensional variable selection is an important research topic in modern statistics. While methods using nonlocal priors have been thoroughly studied for variable selection in linear regression, the crucial high-dimensional model selection properties
Xuan Cao, Kyoungjae Lee
doaj   +1 more source

Asymptotic Properties of Parameter Estimators in Fractional Vasicek Model

Lithuanian Journal of Statistics, 2016
We consider the fractional Vasicek model of the form dXt = (α-βXt)dt + γdBHt, driven by fractional Brownian motion BH with Hurst parameter H ∈ (0,1). We construct three estimators for an unknown parameter θ=(α,β) and prove their strong consistency.
Stanislav Lohvinenko, Kostiantyn Ralchenko, Olga Zhuchenko   +2 more
doaj   +1 more source

Strong Convergence Rates of the Product-limit Estimator for Left Truncated and Right Censored Data under Association [PDF]

Journal of Sciences, Islamic Republic of Iran, 2019
Non-parametric estimation of a survival function from left truncated data subject to right censoring has been extensively studied in the literature.
Amir Hossin Shabani, Hadi Jabbari Nooghabi, Vahid Fakoor   +2 more
doaj   +1 more source