Kathleen Jennifer Holm

Works (3)

Updated: July 5th, 2023 15:48

2012 journal article

A Monte Carlo based analysis of optimal design criteria

JOURNAL OF INVERSE AND ILL-POSED PROBLEMS, 20(1), 1–37.

By: H. Banks n, K. Holm n & F. Kappel *

author keywords: Optimal design methods; least squares inverse problems; Fisher information matrix; D-optimal; E-optimal; SE-optimal; Monte Carlo analysis
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Source: Web Of Science
Added: August 6, 2018

2011 journal article

Comparison of optimal design methods in inverse problems

Inverse Problems, 27(7).

By: H. Banks, K. Holm & F. Kappel

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

Standard error computations for uncertainty quantification in inverse problems: Asymptotic theory vs. bootstrapping

MATHEMATICAL AND COMPUTER MODELLING, 52(9-10), 1610–1625.

By: H. Banks n, K. Holm n & D. Robbins n

author keywords: Parameter estimation; Bootstrapping; Asymptotic standard errors
TL;DR: This work computationally investigates two approaches for uncertainty quantification in inverse problems for nonlinear parameter dependent dynamical systems and considers both constant variance absolute error data and relative error which produces non-constant variance data in parameter estimation formulations. (via Semantic Scholar)
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Source: Web Of Science
Added: August 6, 2018

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