The LLN and CLT for U-statistics under cross-sectional dependence
DOI10.1080/10485252.2019.1711378zbMath1437.62173OpenAlexW2999784323MaRDI QIDQ5221305
Publication date: 25 March 2020
Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/10485252.2019.1711378
kernelU-statisticsspatial autoregressive modelscentral limit theorem (CLT)law of large numbers (LLN)
Nonparametric hypothesis testing (62G10) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Asymptotic properties of nonparametric inference (62G20) Central limit and other weak theorems (60F05) Order statistics; empirical distribution functions (62G30) Strong limit theorems (60F15)
Uses Software
Cites Work
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- Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances
- A consistent test of functional form via nonparametric estimation techniques
- GMM and 2SLS estimation of mixed regressive, spatial autoregressive models
- Estimating regional trade agreement effects on FDI in an interdependent world
- Functional-coefficient spatial autoregressive models with nonparametric spatial weights
- Central limit theorem for integrated square error of multivariate nonparametric density estimators
- A central limit theorem for generalized quadratic forms
- Multivariate regression estimation: Local polynomial fitting for time series
- A central limit theorem for a random quadratic form of strictly stationary processes
- Semiparametric estimation and testing of smooth coefficient spatial autoregressive models
- Local significant differences from nonparametric two-sample tests
- The central limit theorem for degenerate variableU-statistics under dependence
- On the Asymptotic Distribution of the Generalized U-Statistics for Dependent Variables
- UNIFORM CONVERGENCE RATES FOR KERNEL ESTIMATION WITH DEPENDENT DATA
- Limiting Behavior of Generalized U-Statistics of Weakly Dependent Stationary Processes
- Central limit theorem for degenerateU-Statistics of Absolutely Regular Processes with Applications to Model Specification Testing
- Plug-in bandwidth matrices for bivariate kernel density estimation
- Semiparametric Estimation of Index Coefficients
- Comparison of Smoothing Parameterizations in Bivariate Kernel Density Estimation
- Spatial Price Competition: A Semiparametric Approach
- Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models
- A Class of Statistics with Asymptotically Normal Distribution
- On the asymptotic distribution of the Moran \(I\) test stastistic with applications
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