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arXiv · 1810.05585

An introduction to Bootstrap for nuclear physics

A. Pastore
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Abstract

This guide aims at providing a general introduction to bootstrap methods. By using simple examples taken from nuclear physics, I discuss how such a method can be used to quantify error bars of an estimator. I also investigate the use of bootstrap to estimate parameters of a simple liquid drop model. In particular, I investigate how the method compares with standard techniques based on likelihood estimator and how to take into account correlations to better evaluate confidence interval of parameters.

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A. Pastore. 2019-01-07. An introduction to Bootstrap for nuclear physics. https://doi.org/10.1088/1361-6471%2Fab00ad

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