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JOSS doc changes #92

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AnthonyLim23 opened this issue Apr 25, 2024 · 0 comments
Open

JOSS doc changes #92

AnthonyLim23 opened this issue Apr 25, 2024 · 0 comments
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documentation Improvements or additions to documentation

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@AnthonyLim23
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AnthonyLim23 commented Apr 25, 2024

As part of the JOSS review I will need to rewrite some of the docs. The plan is to have the following:

Introduction

  • what is bayes? - priors, models, posteriors
  • why use bayes? - to get the probability of a model and why this is important
  • Discussion on comparison to other methods (AIC, BIC and nested sampling and MCMC)

Theory

  • executive summary of the main equation and assumptions
  • derive the main equation and highlight the assumptions

Examples

  • QENS data to identify the number of peaks present
  • Identifying the number of decays in muon spectroscopy data
  • Background identification (with creating a new workflow)
@AnthonyLim23 AnthonyLim23 added the documentation Improvements or additions to documentation label Apr 25, 2024
@AnthonyLim23 AnthonyLim23 self-assigned this Apr 25, 2024
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