Search Results

Spacecraft Collision Risk Assessment with Probabilistic Programming

1 code implementation18 Dec 2020

Over 34, 000 objects bigger than 10 cm in length are known to orbit Earth.

Probabilistic Programming

A Bayesian workflow for securitizing casualty insurance risk

1 code implementation19 Jul 2024

Casualty insurance-linked securities (ILS) are appealing to investors because the underlying insurance claims, which are directly related to resulting security performance, are uncorrelated with most other asset classes.

Methodology Applications

Financial Data Analysis Using Expert Bayesian Framework For Bankruptcy Prediction

1 code implementation19 Oct 2020

Decision makers and other stakeholders are also interested in uncertainty in the prediction as well as interpretability of the model.

Management Medical Diagnosis +2

Sensitivity Analyses of a Multi-Physics Long-Term Clogging Model For Steam Generators

1 code implementation11 Jan 2024

However, certain parameters in this code are subject to uncertainties.

Computation

Robustifying Conditional Portfolio Decisions via Optimal Transport

1 code implementation30 Mar 2021

Despite the non-linearity of the objective function in the probability measure, we show that the distributionally robust portfolio allocation with side information problem can be reformulated as a finite-dimensional optimization problem.

Public policy for management of forest pests within an ownership mosaic

1 code implementation8 Dec 2023

We use a game theoretic model to determine optimal pest treatment subsidies for a focal privately owned tree and use an optimization approach to guide targeted public treatment of a representative public tree.

Management

Risk-aware Urban Air Mobility Network Design with Overflow Redundancy

1 code implementation8 Jun 2023

In our methodology, we first model how disruptions to a given UAM network might impact on the nominal traffic flow and how this flow might be re-accommodated on an extended network with reserve capacity.

Management

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