Cross-validated SNP density estimates

DOI10.1016/S0304-4076(02)00121-5zbMath1030.62028OpenAlexW3123574739MaRDI QIDQ1858960

Mark Coppejans, A. Ronald Gallant

Publication date: 17 February 2003

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0304-4076(02)00121-5

zbMATH Keywords

tablesconvergence ratesHellinger distancecross-validationSNPefficient method of momentssemi-nonparametricEMM

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to actuarial sciences and financial mathematics (62P05) Monte Carlo methods (65C05)

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Cites Work

• Unnamed Item
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• Semi-Nonparametric Maximum Likelihood Estimation
• A comparison of cross-validation techniques in density estimation
• Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set
• Qualitative and asymptotic performance of SNP density estimators
• On the asymptotic normality of Fourier flexible form estimates
• Exact mean integrated squared error
• Estimating the dimension of a model
• Efficient method of moments estimation of a stochastic volatility model: A Monte Carlo study
• The relative efficiency of method of moments estimators
• Alternative models for stock price dynamics.
• Estimating the rational expectations model of speculative storage: a Monte Carlo comparison of three simulation estimators
• Modeling long memory in stock market volatility
• Optimal global rates of convergence for nonparametric regression
• Generalized likelihood ratio statistics and Wilks phenomenon
• Probability inequalities for likelihood ratios and convergence rates of sieve MLEs
• Nonlinear Dynamic Structures
• Finite Sample Properties of the Efficient Method of Moments
• The Price Variability-Volume Relationship on Speculative Markets
• The nonlinear mixed effects model with a smooth random effects density
• Cross-Validation of Multivariate Densities
• Estimating stochastic differential equations efficiently by minimum chi-squared
• Sieve Extremum Estimates for Weakly Dependent Data
• Seminonparametric Estimation of Conditionally Constrained Heterogeneous Processes: Asset Pricing Applications
• MIXING AND MOMENT PROPERTIES OF VARIOUS GARCH AND STOCHASTIC VOLATILITY MODELS
• Econometrics of First-Price Auctions
• Convergence of stochastic processes