3 papers
stat.ME2026
Convergence of Estimative Density to Information Projection for Misspecified Normal Distribution Model
Yo Sheena
This paper investigates the convergence of an estimative multivariate normal density when the true distribution is a misspecified multivariate t-distribution. The statistical model…
math.ST2025
Criterion for the resemblance between the mother and the model distribution
Yo Sheena
If the probability distribution model aims to approximate the hidden mother distribution, it is imperative to establish a useful criterion for the resemblance between the mother an…
math.ST2025
MLE convergence speed to information projection of exponential family: Criterion for model dimension and sample size -- complete proof version--
Yo Sheena
For a parametric model of distributions, the closest distribution in the model to the true distribution located outside the model is considered. Measuring the closeness between two…