In this paper, we consider a latent variable model for Millennials’ knowledge of green finance. We draw inspiration from a survey conducted last year among students at Italian universities, as part of the COST project ‘Fintech and Artificial Intelligence in Finance’. In the analysis, we consider a cumulative link model that accounts for heterogeneity in the response process. The model presented is discussed in a Bayesian framework.

A latent variable approach to Millennials’ knowledge of green finance / I. Maria, A. Tanda, C. Tarantola - In: SEAS IN : Book of short papers / [a cura di] F.M. Chelli, M. Ciommi, S. Ingrassia, F. Mariani, M.C. Recchioni. - [s.l] : Pearson, 2023. - ISBN 9788891935618. - pp. 506-511 (( convegno Statistical Learning, Sustainability and Impact Evaluation tenutosi a Ancona nel 2023.

A latent variable approach to Millennials’ knowledge of green finance

A. Tanda;C. Tarantola
Ultimo
2023

Abstract

In this paper, we consider a latent variable model for Millennials’ knowledge of green finance. We draw inspiration from a survey conducted last year among students at Italian universities, as part of the COST project ‘Fintech and Artificial Intelligence in Finance’. In the analysis, we consider a cumulative link model that accounts for heterogeneity in the response process. The model presented is discussed in a Bayesian framework.
Heterogeneity of variance; MCMC; numeracy; ordinal responses; scale effects
Settore SECS-S/01 - Statistica
2023
https://it.pearson.com/content/dam/region-core/italy/pearson-italy/pdf/Docenti/Università/bozza-book-compresso-new1.pdf
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1074168
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