10 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.IT2019
Inequalities and Approximations for Fisher Information in the Presence of Nuisance Parameters
Eric Clarkson
Many imaging systems are used to estimate a vector of parameters associated with the object being imaged. In many cases there are other parameters in the model for the imaging data…
cs.IT2019★ 10 cited
The Relation Between Bayesian Fisher Information and Shannon Information for Detecting a Change in a Parameter
Eric Clarkson
We derive a connection between performance of estimators the performance of the ideal observer on related detection tasks. Specifically we show how Shannon Information for the task…
cs.IT2019
Probability of Error for Detecting a Change in a Parameter, Total Variation of the Posterior Distribution, and Bayesian Fisher Information
Eric Clarkson
The van Trees inequality relates the Ensemble Mean Squared Error of an estimator to a Bayesian version of the Fisher Information. The Ziv-Zakai inequality relates the Ensemble Mean…