Strong convergence properties for weighted sums of WNOD random variables and its applications in nonparametric regression models
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Publication:5086632
DOI10.1080/17442508.2020.1734005zbMath1492.60072OpenAlexW3010847771MaRDI QIDQ5086632
Mingming Ning, Xiang Li, Aiting Shen
Publication date: 6 July 2022
Published in: Stochastics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/17442508.2020.1734005
complete convergencewidely negative orthant dependent random variablesnonparametric regression modelcomplete consistency
Related Items
Complete convergence for maximum of weighted sums of WNOD random variables and its application ⋮ Complete moment convergence for maximum of randomly weighted sums of martingale difference sequences ⋮ Complete convergence for weighted sums of widely orthant-dependent random variables and its statistical application
Cites Work
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- Exponential probability inequalities for WNOD random variables and their applications
- Complete and complete moment convergence for weighted sums of widely orthant dependent random variables
- Plemelj formula of Cauchy type integral on Stein manifolds
- Estimation in a partially linear single-index model with missing response variables and error-prone covariates
- Consistent nonparametric multiple regression for dependent heterogeneous processes: the fixed design case
- Complete convergence for weighted sums of \(\rho \ast \)-mixing random variables
- Precise large deviations for dependent random variables with heavy tails
- Weak and universal consistency of moving weighted averages
- Nonparametric function recovering from noisy observations
- Consistent nonparametric regression. Discussion
- Strong laws of large numbers for weighted sums of random elements in normed linear spaces
- Negative association of random variables, with applications
- Uniform asymptotics for the finite-time ruin probabilities of two kinds of nonstandard bidimensional risk models
- Uniform asymptotics for the finite-time ruin probability of a dependent risk model with a constant interest rate
- An exponential inequality and its application to \(M\) estimators in multiple linear models
- On complete convergence for widely orthant-dependent random variables and its applications in nonparametric regression models
- Complete consistency of the estimator of nonparametric regression model under ND sequence
- Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences
- Complete convergence for weighted sums of END random variables and its application to nonparametric regression models
- Complete Convergence for Weighted Sums and Arrays of Rowwise Extended Negatively Dependent Random Variables
- Complete convergence for arrays of rowwise negatively superadditive-dependent random variables and its applications
- Some general strong laws for weighted sums of stochastically dominated random variables
- Complete convergence for weighted sums of WNOD random variables and its applications
- On complete and complete moment convergence for weighted sums of widely orthant dependent random variables
- Complete consistency for the estimator of nonparametric regression models based on extended negatively dependent errors
- Some Convergence Theorems for Independent Random Variables
- Complete Convergence and the Law of Large Numbers
- Fixed-design regression for linear time series
