Oscar Claveria

University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)

Av. Diagonal 690

Barcelona, Barcelona 08034

Spain

http://www.ub.edu/aqr/fitxa-persones_en.php?id=8

SCHOLARLY PAPERS

17

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3,165

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Scholarly Papers (17)

1.

A New Metric of Consensus for Likert Scales

IREA Working Papers 2018/21. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2018/10. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 8 Posted: 18 Oct 2018 Last Revised: 03 Jun 2021
Oscar Claveria
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)
Downloads 303 (123,866)
Citation 1

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Likert scales, consensus, geometry, economic tendency surveys, consumer expectations, unemployment

2.

Spectral Analysis of Business and Consumer Survey Data

IREA Working Papers 2020/06. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2020/02. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 31 Posted: 04 Jun 2020 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 267 (141,419)

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business and consumer surveys, spectral analysis, seasonality, signal processing, low-pass filter

3.

Short-Term Forecasting of GDP via Evolutionary Algorithms Using Survey-Based Expectations

Number of pages: 20 Posted: 25 May 2017
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 265 (142,453)

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Business Surveys, Forecasting, Economic Growth, Symbolic Regression, Genetic Programming

4.

Nowcasting and Forecasting GDP Growth with Machine-Learning Sentiment Indicators

IREA Working Papers 2021/03. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2021/01. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 27 Posted: 22 Mar 2021 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 249 (151,627)

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forecasting, economic growth, business and consumer expectations, symbolic regression, evolutionary algorithms, genetic programming

5.

Proxying Economic Uncertainty: A Geometric Approach to Measure Disagreement Among Qualitative Expectations

Number of pages: 29 Posted: 13 Mar 2018
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 243 (155,185)

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economic uncertainty, disagreement, expectations, economic tendency surveys, geometry, barycentric coordinate system, spatial vectors

6.

Let the Data Do the Talking: Empirical Modelling of Survey-Based Expectations by Means of Genetic Programming

IREA Working Papers 2017/11. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2017/06. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 22 Posted: 25 May 2017 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 221 (170,020)

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Economic Indicators, Qualitative Survey Data, Expectations, Symbolic Regression, Evolutionary Algorithms, Genetic Programming

7.

What Really Matters is the Economic Performance: Positioning Tourist Destinations by Means of Perceptual Maps

IREA Working Papers 2017/13. Research Institute of Applied Economics, University of Barelona, AQR Working Papers 2017/07. Regional Quantitative Analysis Research Group, University of Barelona
Number of pages: 27 Posted: 06 Jul 2017 Last Revised: 03 Jun 2021
Oscar Claveria
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)
Downloads 219 (171,450)

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positioning, tourist destinations, perceptual maps, multidimensional scaling (MDS), categorical principal components analysis (CATPCA)

8.

Evolution of Business and Consumer Uncertainty in the Midst of the COVID-19 Pandemic. A Sector Analysis in 32 European Countries

AQR Working Papers 2020/04. Regional Quantitative Analysis Research Group, University of Barcelona, IREA Working Papers 2020/12. Research Institute of Applied Economics, University of Barcelona
Number of pages: 22 Posted: 10 Sep 2020 Last Revised: 03 Jun 2021
Oscar Claveria
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)
Downloads 208 (180,024)

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COVID-19, economic uncertainty, economic activity, prices, employment, expectations, disagreement

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

IREA Working Papers 2018/01. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2018/01. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 27 Posted: 08 Feb 2018 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 170 (215,588)

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Evolutionary algorithms, Symbolic regression, Genetic programming, Business and consumer surveys, Expectations, Forecasting

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

XREAP Working Paper 2018-04. Xarxa de Referència en Economia Aplicada, University of Barcelona
Number of pages: 40 Posted: 30 Oct 2018 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 21 (641,760)

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Evolutionary Algorithms; Symbolic Regression; Genetic Programming; Business and Consumer Surveys; Expectations; Forecasting

10.

Economic Determinants of Employment Sentiment: A Socio-Demographic Analysis for the Euro Area

IREA Working Papers 2020/01. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2020/01. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 29 Posted: 27 Feb 2020 Last Revised: 03 Jun 2021
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), affiliation not provided to SSRN, Polytechnic University of Catalunya, University of Barcelona - Riskcenter-IREA and University of Zagreb
Downloads 190 (195,518)

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Unemployment, Expectations, Consumer Behaviour, Forecasting, Genetic Programming, State-Space Models

11.

Regional Tourism Demand Forecasting with Machine Learning Models: Gaussian Process Regression vs. Neural Network Models in a Multiple-Input Multiple-Output Setting

IREA Working Papers 2017/01. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2017/01. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 26 Posted: 05 Apr 2017 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 186 (199,236)

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Forecasting, Multiple-Input Multiple-Output, Gaussian Process Regression

12.

Self-Organizing Map Analysis of Agents' Expectations. Different Patterns of Anticipation of the 2008 Financial Crisis

IREA Working Papers 2015/11. Research Institute of Applied Economics, University of Barcelona , AQR Working Papers 2015/08. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 25 Posted: 05 Apr 2017 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 186 (199,236)

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Self-Organizing Maps, Business Surveys, Forecasting, Time Series Models

13.

Employment Uncertainty a Year after the Irruption of the COVID-19 Pandemic

IREA Working Papers, 2021/12. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers, 2021/04. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 28 Posted: 02 Jun 2021 Last Revised: 23 Jun 2021
Petar Sorić and Oscar Claveria
University of Zagreb and University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)
Downloads 105 (311,931)

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COVID-19, employment uncertainty, unemployment expectations, disagreement, consumers, cointegration

14.

Regional Forecasting with Support Vector Regressions: The Case of Spain

IREA Working Papers 2015/07. Research Institute of Applied Economics, University of Barcelona, AQR Working Papers 2015/06. Regional Quantitative Analysis Research Group, University of Barcelona
Number of pages: 40 Posted: 05 Apr 2017 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 105 (311,931)

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Forecasting, Support Vector Regressions, Artificial Neural Networks

15.

A Multivariate Neural Network Approach to Tourism Demand Forecasting

AQR Working Papers 2014/10. Regional Quantitative Analysis Research Group, University of Barcelona, IREA Working Papers 2014/17. Research Institute of Applied Economics, University of Barcelona
Number of pages: 21 Posted: 10 Oct 2014 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 82 (364,781)
Citation 1

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Forecasting, Tourism demand, Cointegration, Multiple-output, Artificial neural networks

16.

Forecasting Business Surveys Indicators: Neural Networks vs. Time Series Models

AQR Working Papers 2013/12. Regional Quantitative Analysis Research Group, University of Barcelona, IREA Working Papers 2013/20. Research Institute of Applied Economics, University of Barcelona
Number of pages: 28 Posted: 10 Oct 2014 Last Revised: 03 Jun 2021
Oscar Claveria and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA) and University of Barcelona - Riskcenter-IREA
Downloads 77 (378,290)
Citation 1

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Business surveys, Forecasting, Time series models, Nonlinear models, Neural networks

17.

Tourism Demand Forecasting with Different Neural Networks Models

AQR Working Papers 2013/13. Regional Quantitative Analysis Research Group, University of Barcelona, IREA Working Papers 2013/21. Research Institute of Applied Economics, University of Barcelona
Number of pages: 23 Posted: 10 Oct 2014 Last Revised: 03 Jun 2021
Oscar Claveria, Enric Monte and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA), Polytechnic University of Catalunya and University of Barcelona - Riskcenter-IREA
Downloads 68 (405,044)
Citation 1

Abstract:

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Tourism demand, Forecasting, Artificial neural networks, Multi-layer perceptron, Radial basis function, Elman networks, Catalonia