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Physical Sciences and Mathematics Commons

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Statistics and Probability

Brigham Young University

Theses/Dissertations

2011

Bayesian logistic regression

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Full-Text Articles in Physical Sciences and Mathematics

A Bayesian Approach To Missile Reliability, Taylor Hardison Redd Jun 2011

A Bayesian Approach To Missile Reliability, Taylor Hardison Redd

Theses and Dissertations

Each year, billions of dollars are spent on missiles and munitions by the United States government. It is therefore vital to have a dependable method to estimate the reliability of these missiles. It is important to take into account the age of the missile, the reliability of different components of the missile, and the impact of different launch phases on missile reliability. Additionally, it is of importance to estimate the missile performance under a variety of test conditions, or modalities. Bayesian logistic regression is utilized to accurately make these estimates. This project presents both previously proposed methods and ways to …