Sequence of Models on Test Science Research Document Library https://research.testscience.org/keywords/sequence-of-models/ Recent content in Sequence of Models on Test Science Research Document Library Hugo -- 0.129.0 en-us Institute for Defense Analyses Thu, 01 Jan 2015 00:00:00 +0000 Estimating System Reliability from Heterogeneous Data https://research.testscience.org/post/2015-estimating-system-reliability-from-heterogeneous-data/ Thu, 01 Jan 2015 00:00:00 +0000 https://research.testscience.org/post/2015-estimating-system-reliability-from-heterogeneous-data/ This briefing provides an example of some of the nuanced issues in reliability estimation in operational testing. The statistical models are motivated by an example of the Paladin Integrated Management (PIM). We demonstrate how to use a Bayesian approach to reliability estimation that uses data from all phases of testing. Suggested Citation Browning, Caleb, Laura Freeman, Alyson Wilson, Kassandra Fronczyk, and Rebecca Dickinson. “Estimating System Reliability from Heterogeneous Data.” Presented at the Conference on Applied Statistics in Defense, George Mason University, October 2015. This briefing provides an example of some of the nuanced issues in reliability estimation in operational testing. The statistical models are motivated by an example of the Paladin Integrated Management (PIM). We demonstrate how to use a Bayesian approach to reliability estimation that uses data from all phases of testing.

Suggested Citation

Browning, Caleb, Laura Freeman, Alyson Wilson, Kassandra Fronczyk, and Rebecca Dickinson. “Estimating System Reliability from Heterogeneous Data.” Presented at the Conference on Applied Statistics in Defense, George Mason University, October 2015.

Slides:

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