Optimal plug-in estimators for multivariate distributions with conditionally independent components
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Publication:3106440
DOI10.1080/10485252.2011.569713zbMath1230.62042OpenAlexW1984861808MaRDI QIDQ3106440
Wolfgang Wefelmeyer, Ursula U. Müller, Anton Schick
Publication date: 21 December 2011
Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/10485252.2011.569713
Density estimation (62G07) Estimation in multivariate analysis (62H12) Asymptotic properties of nonparametric inference (62G20) Central limit and other weak theorems (60F05)
Cites Work
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- A consistent characteristic function-based test for conditional independence
- Oracle inequality for conditional density estimation and an actuarial example
- Testing conditional independence using maximal nonlinear conditional correlation
- Nonparametric density estimation for multivariate bounded data
- Functional convergence and optimality of plug-in estimators for stationary densities of moving average processes
- Significance testing in nonparametric regression based on the bootstrap.
- Boundary kernels for adaptive density estimators on regions with irregular boundaries
- Root-\(n\) consistent density estimators of convolutions in weighted \(L_{1}\)-norms
- Approximation Theorems of Mathematical Statistics
- A NONPARAMETRIC HELLINGER METRIC TEST FOR CONDITIONAL INDEPENDENCE
- Multivariate Boundary Kernels and a Continuous Least Squares Principle
- Linear Regression Models under Conditional Independence Restrictions
- Dimension Reduction and Adaptation in Conditional Density Estimation
- Convergence rates for uniform B-spline density estimators on bounded and semi-infinite domains
- A characterization of limiting distributions of regular estimates
- On Estimation of a Probability Density Function and Mode
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