Investigating the 'old boy network' using latent space models

12/22/2021
by   Ian Hamilton, et al.
0

This paper investigates the nature of institutional ties between a group of English schools, including a large proportion of private schools that might be thought of as contributing to the 'old boy network'. The analysis is based on a network of bilaterally-determined school rugby union fixtures. The primary importance of geographical proximity in the determination of these fixtures supplies a spatial 'ground truth' against which the performance of models is assessed. A Bayesian fitting of the latent position cluster model is found to provide the best fit of the models examined. This is used to demonstrate a variety of methods that together provide a consistent and nuanced interpretation of the factors influencing community and edge formation in the network. The influence of homophily in fees and the proportion of boarders is identified as notable, with evidence that this is driven by a community of schools having the highest proportion of boarders and charging the highest fees, suggestive of the existence and nature of an 'old boy network' at an institutional level.

READ FULL TEXT

page 9

page 10

page 17

page 19

research
12/11/2021

Latent Community Adaptive Network Regression

The study of network data in the social and health sciences frequently c...
research
05/05/2017

Exploration of Large Networks with Covariates via Fast and Universal Latent Space Model Fitting

Latent space models are effective tools for statistical modeling and exp...
research
10/28/2019

Reply to: Large-scale quantitative profiling of the Old English verse tradition

In Nature Human Behaviour 3/2019, an article was published entitled "Lar...
research
02/16/2018

Information-theoretic Limits for Community Detection in Network Models

We analyze the information-theoretic limits for the recovery of node lab...
research
09/23/2021

Corpus and Models for Lemmatisation and POS-tagging of Old French

Old French is a typical example of an under-resourced historic languages...
research
04/20/2020

Bringing Old Photos Back to Life

We propose to restore old photos that suffer from severe degradation thr...
research
03/29/2023

Fast inference of latent space dynamics in huge relational event networks

Relational events are a type of social interactions, that sometimes are ...

Please sign up or login with your details

Forgot password? Click here to reset