34 citations · 69 across the 6 of their papers we have counts for
6 papers
Inflation Attitudes of Large Language Models
Nikoleta Anesti, Edward Hill, Andreas Joseph
This paper investigates the ability of Large Language Models (LLMs), specifically GPT-3.5-turbo (GPT), to form inflation perceptions and expectations based on macroeconomic price s…
Deep Reinforcement Learning in a Monetary Model
Mingli Chen, Andreas Joseph, Michael Kumhof +2
We propose using deep reinforcement learning to solve dynamic stochastic general equilibrium models. Agents are represented by deep artificial neural networks and learn to solve th…
Interactions between financial and environmental networks in OECD countries
Franco Ruzzenenti, Andreas Joseph, Elisa Ticci +2
We analyse a multiplex of networks between OECD countries during the decade 2002-2010, which consists of five financial layers, given by foreign direct investment, equity securitie…
Netconomics: Novel Forecasting Techniques from the Combination of Big Data, Network Science and Economics
Andreas Joseph, Irena Vodenska, Eugene Stanley +1
The combination of the network theoretic approach with recently available abundant economic data leads to the development of novel analytic and computational tools for modelling an…
Cross-border Portfolio Investment Networks and Indicators for Financial Crises
Andreas Joseph, Stephan Joseph, Guanrong Chen
Cross-border equity and long-term debt securities portfolio investment networks are analysed from 2002 to 2012, covering the 2008 global financial crisis. They serve as network-pro…
Composite Centrality: A Natural Scale for Complex Evolving Networks
Andreas Joseph, Guanrong Chen
We derive a composite centrality measure for general weighted and directed complex networks, based on measure standardisation and invariant statistical inheritance schemes. Differe…