Assessment of the effect of the financial crisis on agents’ expectations through symbolic regression (original) (raw)

Quantification of survey expectations by means of symbolic regression via genetic programming to estimate economic growth in Central and Eastern European economies

Oscar Claveria González

Eastern European Economics, 2016

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Tracking Economic Growth by Evolving Expectations Via Genetic Programming: A Two-Step Approach

Oscar Claveria González

XREAP Working Papers, 2018-04, 2018

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Let the data do the talking: Empirical modelling of survey-based expectations by means of genetic programming

Oscar Claveria González

IREA Working Paper 2017/11, 2017

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Short-term forecasting of GDP via evolutionary algorithms using survey-based expectations

Oscar Claveria González

Proceedings of the 36th International Symposium on Forecasting, 2016

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Empirical modelling of survey-based expectations for the design of economic indicators

Oscar Claveria González

CIRET/KOF/WIFO Workshop on Economic Tendency Surveys and Financing Conditions, 2017

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A Genetic Programming Approach for Economic Forecasting with Survey Expectations

Oscar Claveria González

Applied Sciences, 2022

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Evolutionary computation for macroeconomic forecasting

Oscar Claveria González

Computational Economics, 2019

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Using survey data to forecast real activity with evolutionary algorithms. A cross-country analysis

Oscar Claveria González

Journal of Applied Economics, 2017

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Empirical modelling of survey-based expectations for the design of economic indicators in five European regions

Oscar Claveria González

Empirica - Journal of European Economics, 2019

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A new approach for the quantification of qualitative measures of economic expectations

Oscar Claveria González

Quality & Quantity, 2017

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Economic forecasting with evolved confidence indicators

Oscar Claveria González

Economic Modelling, 2020

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A self-organizing map analysis of survey-based agents’ expectations before impending shocks for model selection: The case of the 2008 financial crisis

Oscar Claveria González

International Economics, 2016

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Animal spirits' and expectations in U.S. recession forecasting

Elliott Middleton

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A data-driven approach to construct survey-based indicators by means of evolutionary algorithms

Oscar Claveria González

Social Indicators Research, 2018

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Unemployment expectations: A socio-demographic analysis of the effect of news

Oscar Claveria González, Ivana Lolić

Labour Economics, 2019

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Information and Economics: A New Way to Think About Expectations and to Improve Economic Prediction 1

paul ormerod

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Economic Forecasting with an Agent-Based Model

Michael Miess

SSRN Electronic Journal

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Understanding the Relationship between GDP growth Expectations and Financial Crises

martin guzman

2013

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Improving Economic Prediction: A New Method for Measuring Economic Confidence and Its Impact on the Evolution of the Us Economy 1

paul ormerod

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Essays on the Measurement of Economic Expectations

Anna Wolf

2009

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Genetic algorithm learning in a New Keynesian macroeconomic setup

Cars Hommes

Journal of Evolutionary Economics

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Economic determinants of employment sentiment: A socio- demographic analysis for the euro area

Petar Sorić, Oscar Claveria González, Ivana Lolić

AQR Working Papers, 2020

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The Importance of Time-Series Extrapolation for Macroeconomic Expectations

Ulrich Schmidt

German Economic Review, 2012

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Economic Expectations and an AI agent

Ekaterina Svetlova

A. Nützenadel, I. Köhler, L. Lenel and J. Streb (eds.), Routledge Handbook on Economic Expectations in Historical Perspective, London: Routledge (forthcoming,2024), 2024

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Nowcasting and forecasting GDP growth with machine-learning sentiment indicators

Oscar Claveria González

IREA Working Papers, 2021/03, 2021

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Macroeconomic Expectations of Households and Professional Forecasters

Christopher Carroll

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Stability of Expectations and Severity of Crises

martin guzman

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Simulating economic transition processes by genetic programming

Chia-Hsuan Yeh

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Individual Expectations and Aggregate Macro Behavior

Tiziana Assenza, Cars Hommes

SSRN Electronic Journal, 2000

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Assessing the Empirical Performance of the DSGE models in the lead up to the Crisis

Srinivas Raghavendra

2013

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Living in Complex Economies: On Inconsistent Expectations and Economic Crises

Ricardo Crespo

2013

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Evolutionary selection of individual expectations and aggregate outcomes (forthcoming

Cars Hommes

2016

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Modeling the expectations of inflation in the OLG model with genetic programming

Chia-Hsuan Yeh, Shu-Heng Chen

Soft Computing - A Fusion of Foundations, Methodologies and Applications, 1999

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The Epidemiology of Macroeconomic Expectations

Christopher Carroll

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Applications Of Genetic Algorithms In Gdp Forecasting

IJTRA Editor

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