Central limit theorem for degenerateU-Statistics of Absolutely Regular Processes with Applications to Model Specification Testing
From MaRDI portal
Publication:4265792
DOI10.1080/10485259908832762zbMath0974.62044OpenAlexW4375802671MaRDI QIDQ4265792
Publication date: 12 December 2001
Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/10485259908832762
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)
Related Items (65)
A note on variable selection in nonparametric regression with dependent data ⋮ Jumps beyond the realms of cricket: India's performance in One Day Internationals and stock market movements ⋮ A consistent bootstrap test for conditional density functions with time-series data ⋮ TESTING THE PARAMETRIC SPECIFICATION OF THE DIFFUSION FUNCTION IN A DIFFUSION PROCESS ⋮ Testing the Markov property with high frequency data ⋮ A Consistent Test for Multivariate Conditional Distributions ⋮ Fiscal policy and asset markets: a semiparametric analysis ⋮ TESTING FOR STRUCTURAL CHANGE IN TIME-VARYING NONPARAMETRIC REGRESSION MODELS ⋮ Tests for changing mean with monotonic power ⋮ A nonparametric test for equality of distributions with mixed categorical and continuous data ⋮ Testing and imposing Slutsky symmetry in nonparametric demand systems ⋮ Consistent model specification tests based on \(k\)-nearest-neighbor estimation method ⋮ TESTING INSTABILITY IN A PREDICTIVE REGRESSION MODEL WITH NONSTATIONARY REGRESSORS ⋮ A CONSISTENT NONPARAMETRIC TEST FOR CAUSALITY IN QUANTILE ⋮ Spurious functional-coefficient regression models and robust inference with marginal integration ⋮ Semiparametric estimation and testing of smooth coefficient spatial autoregressive models ⋮ CHARACTERISTIC FUNCTION BASED TESTING FOR CONDITIONAL INDEPENDENCE: A NONPARAMETRIC REGRESSION APPROACH ⋮ Nonparametric tests for conditional independence using conditional distributions ⋮ Testing for the presence of jump components in jump diffusion models ⋮ Degenerate \(U\)- and \(V\)-statistics under ergodicity: asymptotics, bootstrap and applications in statistics ⋮ Degenerate \(U\)- and \(V\)-statistics under weak dependence: asymptotic theory and bootstrap consistency ⋮ Specification testing for ordinary differential equation models with fixed design and applications to COVID-19 epidemic models ⋮ Estimation and inference in functional-coefficient spatial autoregressive panel data models with fixed effects ⋮ Nonparametric specification for non-stationary time series regression ⋮ Nonparametric estimation and inference for conditional density based Granger causality measures ⋮ Testing conditional independence via empirical likelihood ⋮ ADAPTIVE TESTING IN CONTINUOUS-TIME DIFFUSION MODELS ⋮ Nonparametric specification tests for stochastic volatility models based on volatility density ⋮ Nonparametric bootstrap tests for neglected nonlinearity in time series regression models∗ ⋮ Stochastic equilibrium: Learning by exponential smoothing ⋮ Nonparametric Entropy-Based Tests of Independence Between Stochastic Processes ⋮ Financial crashes as endogenous jumps: estimation, testing and forecasting ⋮ Sizes of two bootstrap-based nonparametric specification tests for the drift function in continuous time models ⋮ Functional coefficient regression models with time trend ⋮ International market links and volatility transmission ⋮ Local GMM estimation of time series models with conditional moment restrictions ⋮ NONPARAMETRIC TESTS OF MOMENT CONDITION STABILITY ⋮ Nonparametric/semiparametric estimation and testing of econometric models with data dependent smoothing parameters ⋮ Semiparametric methods in nonlinear time series analysis: a selective review ⋮ Moment inequalities for spatial processes ⋮ Model check by kernel methods under weak moment conditions. ⋮ A simple bootstrap test for time series regression models ⋮ An Asymptotic Characterization of Finite Degree U-statistics With Sample Size-Dependent Kernels: Applications to Nonparametric Estimators and Test Statistics ⋮ Bootstrap non-parametric significance test ⋮ Nonparametric regression with multiple thresholds: estimation and inference ⋮ Model specification test with correlated but not cointegrated variables ⋮ Central limit theorems for generalizedU-statistics with applications in nonparametric specification ⋮ Goodness-of-Fit Tests for Multiplicative Models with Dependent Data ⋮ A CONSISTENT MODEL SPECIFICATION TEST BASED ON THE KERNEL SUM OF SQUARES OF RESIDUALS ⋮ Central limit theorem for quadratic errors of Nadaraya-Watson regression estimator under dependence ⋮ A NONPARAMETRIC HELLINGER METRIC TEST FOR CONDITIONAL INDEPENDENCE ⋮ The LLN and CLT for U-statistics under cross-sectional dependence ⋮ Nonparametric regression with weakly dependent data: the discrete and continuous regressor case ⋮ Asymptotics for statistical functionals of long-memory sequences ⋮ The central limit theorem for degenerate variableU-statistics under dependence ⋮ Measuring the Discrepancy of a Parametric Model via Local Polynomial Smoothing ⋮ A NONPARAMETRIC TEST OF SIGNIFICANT VARIABLES IN GRADIENTS ⋮ A nonparametric specification test for the volatility functions of diffusion processes ⋮ Modeling and testing smooth structural changes with endogenous regressors ⋮ Semiparametric Autoregressive Conditional Duration Model: Theory and Practice ⋮ Semiparametric estimation of moment condition models with weakly dependent data ⋮ Consistent specification tests for semiparametric/nonparametric models based on series estimation methods ⋮ Specification and structural break tests for additive models with applications to realized variance data ⋮ Testing capital asset pricing models using functional-coefficient panel data models with cross-sectional dependence ⋮ A nonparametric test for changing trends
Cites Work
- Unnamed Item
- Consistent model specification tests
- A consistent test of functional form via nonparametric estimation techniques
- Central limit theorem for integrated square error of multivariate nonparametric density estimators
- A central limit theorem for generalized quadratic forms
- A consistent nonparametric test for linearity of \(\text{AR} (p)\) models
- On the Asymptotic Distribution of the Generalized U-Statistics for Dependent Variables
- Investigating Smooth Multiple Regression by the Method of Average Derivatives
- On Limit Theorems for the Distributions of Generalized von Mises Functionals
- Limiting Behavior of Generalized U-Statistics of Weakly Dependent Stationary Processes
- Limiting behavior of U-statistics for stationary, absolutely regular processes
- Asymptotic Theory of Integrated Conditional Moment Tests
- Tests of Additive Derivative Constraints
- Hypothesis Testing in Semiparametric and Nonparametric Models for Econometric Time Series
- Semiparametric Estimation of Index Coefficients
- Nonparametric tests of linearity for time series
- Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms
- A Class of Statistics with Asymptotically Normal Distribution
This page was built for publication: Central limit theorem for degenerateU-Statistics of Absolutely Regular Processes with Applications to Model Specification Testing