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Fix grammar in appendix
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alexlyttle committed Jun 9, 2023
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\chapter[Hierarchically Modelling Dwarf and Subgiant Stars]{Hierarchically Modelling \emph{Kepler} Dwarfs and Subgiants to Improve Inference of Stellar Properties with Asteroseismology}\label{apx:hmd}

\textit{%
In this chapter, I present the appendix of \citet{Lyttle.Davies.ea2021} with minor modification. It follows from, and is referenced to, in Chapter \ref{chap:hmd}. Firstly, I explain the methodology behind the neural network emulator in Section \ref{sec:ann}. In Section \ref{sec:beta}, I briefly show the beta distribution which was used as a prior for some parameters in the main body of work. Finally, I test the hierarchical model on a synthetic population of stars in Section \ref{sec:test-stars}.
In this chapter, I present the appendix of \citet{Lyttle.Davies.ea2021} with minor modification. It follows from and relates to Chapter \ref{chap:hmd}. Firstly, I explain the methodology behind the neural network emulator in Section \ref{sec:ann}. In Section \ref{sec:beta}, I briefly show the beta distribution which was used as a prior for some parameters in the main body of work. Finally, I test the hierarchical model on a synthetic population of stars in Section \ref{sec:test-stars}.
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\section{Artificial Neural Network}\label{sec:ann}
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