Density approximation by summary statistics: an information-theoretic approach

DOI10.1111/1467-9469.00204zbMATH Open0977.62040OpenAlexW2013558147MaRDI QIDQ2742764

Zvi Gilula, Shelby J. Haberman

Publication date: 23 September 2001

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/1467-9469.00204

zbMATH Keywords

exponential familiessummary statisticsdensity approximationprobability predictionoptimal predictive densities

Mathematics Subject Classification ID

Density estimation (62G07) Approximations to statistical distributions (nonasymptotic) (62E17) Statistical aspects of information-theoretic topics (62B10)

Related Items (3)

Maximum Entropy Approximations for Asymptotic Distributions of Smooth Functions of Sample Means ⋮ The large-sample distribution of the most fundamental of statistical summaries ⋮ Optimal predictive densities and fractional moments

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