Fisher Information

Closed-Form Results for Masked Exponential Series Systems

This paper provides complete analytical results for maximum likelihood estimation in series systems with masked failure data under exponential component lifetimes. Unlike numerical approaches, everything here has a closed form.

The Problem

In series …

Statistical Inference for Series Systems from Masked Failure Time Data: The Exponential Case

Fisher Flow: An Information-Geometric Framework for Sequential Estimation

algebraic.mle: The Foundation of a Statistical Inference Ecosystem

An R package treating MLEs as first-class algebraic objects with composable statistical properties.