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

13

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Scholarly Papers (13)

1.

A New Metric of Consensus for Likert Scales

Number of pages: 8 Posted: 18 Oct 2018
Oscar Claveria
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)
Downloads 160 (193,270)

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

2.

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 136 (221,044)

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

3.

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

Research Institute of Applied Economics Working Paper No. 2017/01, Regional Quantitative Analysis Research Group Working Paper No. 2017/01
Number of pages: 26 Posted: 05 Apr 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 132 (225,022)

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

4.

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 130 (229,013)

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

5.

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

Research Institute of Applied Economics Working Paper 2017/07
Number of pages: 27 Posted: 06 Jul 2017
Oscar Claveria
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA)
Downloads 128 (230,411)

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

6.

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

Research Institute of Applied Economics Working Paper No. 2017/11, Regional Quantitative Analysis Research Group Working Paper No. 2017/06
Number of pages: 22 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 116 (248,034)

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

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

Research Institute of Applied Economics, Working Paper 2018/01
Number of pages: 27 Posted: 08 Feb 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 96 (284,522)

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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 2018-04 Working Paper
Number of pages: 40 Posted: 30 Oct 2018 Last Revised: 07 Nov 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 16 (586,793)

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

8.

Regional Forecasting with Support Vector Regressions: The Case of Spain

Research Institute of Applied Economics Working Paper No. 2015/07 1/40, Regional Quantitative Analysis Research Group Working Paper No. 2015/06 1/40
Number of pages: 40 Posted: 05 Apr 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 77 (323,563)

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Forecasting, Support Vector Regressions, Artificial Neural Networks

9.

A Multivariate Neural Network Approach to Tourism Demand Forecasting

Regional Quantitative Analysis Research Group (AQR) Working Paper 2014/10
Number of pages: 21 Posted: 10 Oct 2014
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 77 (323,563)

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

10.

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

Research Institute of Applied Economics Working Paper No. 2015/11 1/25 , Regional Quantitative Analysis Research Group Working Paper No. 2015/08 1/25
Number of pages: 25 Posted: 05 Apr 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 76 (326,075)

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

11.

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

Regional Quantitative Analysis Research Group (AQR) Working Paper 2013/12
Number of pages: 28 Posted: 10 Oct 2014
Oscar Claveria and Salvador Torra
University of Barcelona - Regional Quantitative Analysis Group (AQR-IREA) and University of Barcelona - Riskcenter-IREA
Downloads 70 (341,477)
Citation 1

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

12.

Tourism Demand Forecasting with Different Neural Networks Models

Regional Quantitative Analysis Research Group (AQR) Working Paper 2013/13
Number of pages: 23 Posted: 10 Oct 2014
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 52 (395,586)
Citation 1

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

13.

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

Number of pages: 29
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 19

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unemployment, expectations, consumer behaviour, forecasting, genetic programming, state-space models