New multivariate product density estimators
From MaRDI portal
Publication:697471
DOI10.1006/jmva.2001.2021zbMath0995.62034OpenAlexW2024969179MaRDI QIDQ697471
Publication date: 17 September 2002
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1006/jmva.2001.2021
convergencebandwidth selectionHilbert k-nearest neighbor estimateHilbert product kernel estimateJessen-Marcinkiewicz-Zygmund theoremSaks rarity theorem
Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Applications of functional analysis in probability theory and statistics (46N30)
Related Items
On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data, An affine invariant \(k\)-nearest neighbor regression estimate, Multiclass classification with potential function rules: margin distribution and generalization, New insights into approximate Bayesian computation, Tree-structured regression and the differentiation of integrals, Estimation of Dirichlet process priors with monotone missing data, ACCURACY OF NONPARAMETRIC DENSITY ESTIMATION FOR UNIVARIATE GAUSSIAN MIXTURE MODELS: A COMPARATIVE STUDY
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- The equivalence of weak, strong, and complete convergence in \(L_ 1\) for kernel density estimates
- A note on the \(L_ 1\) consistency of variable kernel estimates
- Consistency properties of nearest neighbor density function estimators
- The strong uniform consistency of nearest neighbor density estimates
- Multivariate k-nearest neighbor density estimates
- The Hilbert kernel regression estimate.
- On the Hilbert kernel density estimate
- An approximation to the density function
- Remarks on Some Nonparametric Estimates of a Density Function
- A Counter-Example in the Theory of Strong Differentiation
- On the lrerror in histogram density estimation: The multidimensional case
- A Nonparametric Estimate of a Multivariate Density Function
- A Consistent Nonparametric Multivariate Density Estimator Based on Statistically Equivalent Blocks
- The Distribution of the First Ladder Moment and Height and Fluctuation of a Random Walk
- On Estimation of a Probability Density Function and Mode
- A Useful Convergence Theorem for Probability Distributions