Periklis Gogas

Democritus University of Thrace - Department of Economics

Associate Professor

Komotini, 69100

Greece

http://www.econ.duth.gr/personel/dep/gkogkas/index.en.shtml

SCHOLARLY PAPERS

33

DOWNLOADS
Rank 14,025

SSRN RANKINGS

Top 14,025

in Total Papers Downloads

3,262

CITATIONS

0

Ideas:
“  Artificial Intelligence in Economics and Finance, Complex Economics and Financial Networks  ”

Scholarly Papers (33)

1.

Directional Forecasting in Financial Time Series Using Support Vector Machines: The USD/EURO Exchange Rate

Number of pages: 15 Posted: 31 Jan 2014
Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Department of Economics, Democritus University of Thrace
Downloads 512 (51,289)

Abstract:

Loading...

2.

Forecasting Daily and Monthly Exchange Rates with Machine Learning Techniques

Number of pages: 14 Posted: 22 Jun 2017 Last Revised: 28 Jun 2017
Democritus University of Thrace, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 372 (75,632)

Abstract:

Loading...

Exchange rate forecasting, Support Vector Regression, Multivariate Adaptive Regression Splines, variable selection, Ensemble Empirical Mode Decomposition, time series forecasting

3.

Forecasting Bank Failures and Stress Testing: A Machine Learning Approach

Number of pages: 31 Posted: 21 Sep 2017
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 282 (103,157)

Abstract:

Loading...

machine learning, bank failures, stress testing, forecasting

4.

Yield Curve and Recession Forecasting in a Machine Learning Framework

Number of pages: 9 Posted: 02 Feb 2014
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics, Democritus University of Thrace - Department of Economics and Democritus University of Thrace - Department of Economics
Downloads 271 (107,616)

Abstract:

Loading...

Yield Curve, Recession Forecasting, SVM

5.

Market Sentiment and Exchange Rate Directional Forecasting

Algorithmic Finance (2015), 4:1-2, 69-79
Number of pages: 12 Posted: 28 Jul 2015
Democritus University of Thrace, Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Alexander Technological Educational Institute of Thessaloniki
Downloads 217 (134,689)

Abstract:

Loading...

6.

Forecasting the U.S. Real House Price Index

Number of pages: 27 Posted: 02 May 2014
Democritus University of Thrace, University of Pretoria - Department of Economics, Democritus University of Thrace - Department of Economics and Department of Economics, Democritus University of Thrace
Downloads 169 (169,396)

Abstract:

Loading...

house prices, forecasting, machine learning, Support Vector Regression

7.

Forecasting Bank Credit Ratings

Number of pages: 21 Posted: 15 Feb 2014
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 143 (195,010)

Abstract:

Loading...

8.

Forecasting the NOK/USD Exchange Rate with Machine Learning Techniques

Number of pages: 17 Posted: 31 Jan 2014
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Democritus University of Thrace
Downloads 118 (226,475)

Abstract:

Loading...

International Financial Markets, Foreign Exchange, Support Vector Regression, Monetary Exchange Rate Models

9.

Fiscal Shocks and Asymmetric Effects: A Comparative Analysis

DUTH Research papers in Economics, Forthcoming
Number of pages: 21 Posted: 09 Dec 2013
Democritus University of Thrace, Democritus University of Thrace - Department of Economics, Democritus University of Thrace and Department of Economics, Democritus University of Thrace
Downloads 109 (239,823)

Abstract:

Loading...

Fiscal Policy; Asymmetric Effects; VAR

10.

Asymmetric Effects of Monetary Policy in the U.S. and Brazil

Number of pages: 27 Posted: 09 Dec 2013
Ioannis Pragidis, Periklis Gogas and Benjamin M. Tabak
Democritus University of Thrace, Democritus University of Thrace - Department of Economics and FGV/EPPG
Downloads 104 (247,875)

Abstract:

Loading...

Taylor rule, monetary policy, nonlinear effects, LSTAR

11.

Oil Market Efficiency Under a Machine Learning Perspective

Forecasting, Forthcoming
Number of pages: 18 Posted: 26 Nov 2018
Democritus University of Thrace, Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace
Downloads 96 (261,581)

Abstract:

Loading...

Oil Prices, Forecasting, Machine Learning, Support Vector Machines

12.

The Slope and the Curvature of the Yield Curve in Recession Forecasting

Number of pages: 21 Posted: 15 Mar 2014
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 95 (263,332)

Abstract:

Loading...

support vector machines, yield curve, recession forecasting, GDP, machine learning

13.

Forecasting the Insolvency of U.S. Banks Using Support Vector Machines (SVM) Based on Local Learning Feature Selection

International Journal of Computational Economics and Econometrics, vol. 3(1/2),
Number of pages: 11 Posted: 28 Jan 2014
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 85 (282,489)

Abstract:

Loading...

Bank insolvency, SVM, local learning, feature selection

14.

Convergence of European Business Cycles: Evidence from a Graph Theory-Based Model

Number of pages: 20 Posted: 29 Jan 2014
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Democritus University of Thrace - Department of Economics
Downloads 72 (311,404)

Abstract:

Loading...

Business cycles, synchronization, convergence, Graph Theory, Network Analysis, complex economic networks, rolling window, Minimum Dominating Set

15.

Income Inequality: A State-by-State Complex Network Analysis

Physica A: Statistical Mechanics and its Applications, September 2017
Number of pages: 27 Posted: 28 Jun 2015 Last Revised: 26 Nov 2017
Democritus University of Thrace - Department of Economics, University of Pretoria - Department of Economics, University of Nevada, Las Vegas - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 63 (334,393)

Abstract:

Loading...

Income inequality, graph theory, US states

16.

A Novel Banking Supervision Method Using a Threshold-Minimum Dominating Set

Number of pages: 24 Posted: 31 Jan 2014
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 62 (337,083)

Abstract:

Loading...

Complex networks, Minimum Dominating Set, Banking supervision, Interbank loans

17.

Forecasting Electricity Price Spikes Using Support Vector Machines

Number of pages: 27 Posted: 22 Jun 2017 Last Revised: 19 Jul 2018
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 54 (360,572)

Abstract:

Loading...

electricity prices, extreme value theory, exponential GARCH, multiclass, support vector machines

18.

Asynchronous Business Cycles in the E.U.: The Effect of the Common Currency

Number of pages: 21 Posted: 12 Apr 2012
Periklis Gogas
Democritus University of Thrace - Department of Economics
Downloads 49 (376,290)

Abstract:

Loading...

Business Cycle, Synchronisation, Eurozone

19.

Analysis of Network Topology Using the Threshold-Minimum Dominating Set

Number of pages: 21 Posted: 12 May 2014
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics, Democritus University of Thrace - Department of Economics and Democritus University of Thrace - Department of Economics
Downloads 48 (379,686)

Abstract:

Loading...

Networks, Graph Theory, Optimization, Threshold-Minimum Dominating Set, Minimum Spanning Tree, Bank Supervision

20.

Episodic Nonlinearity in Leading Global Currencies

Number of pages: 27 Posted: 08 Dec 2011
Loyola University of Chicago - Department of Economics, University of Calgary - Department of Economics, University of Texas at Austin - Applied Research Laboratories and Democritus University of Thrace - Department of Economics
Downloads 45 (389,723)

Abstract:

Loading...

Global Fi…nancial markets, Currencies, Episodic nonlinearity, Conditional heteroskedasticity

21.

A Novel Banking Supervision Method Using the Minimum Dominating Set

Number of pages: 14 Posted: 29 Jan 2014
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 39 (411,414)

Abstract:

Loading...

Complex networks, Minimum Dominating Set, Bank supervision, Deposits, Banking

22.

A Network Analysis of the United Kingdom's Consumer Price Index

Computational Economics, 2015
Number of pages: 22 Posted: 08 Dec 2016
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 38 (415,433)

Abstract:

Loading...

Network Analysis, Threshold-Minimum Dominating Set, community detection, core inflation, consumer price index

23.

Common Stochastic Trends and the Ricardian Equivalence in the OECD

Number of pages: 30 Posted: 03 Feb 2014
Democritus University of Thrace - Department of Economics, Democritus University of Thrace and Department of Economics, Democritus University of Thrace
Downloads 37 (419,460)

Abstract:

Loading...

Ricardian equivalence, private consumption, public debt, VAR, VECM, panel cointegration tests, multivariate Johansen cointegration test

24.

Macroeconomic Uncertainty, Growth and Inflation in the Eurozone: A Causal Approach

Number of pages: 12 Posted: 12 Oct 2017
Democritus University of Thrace, University of Pretoria - Department of Economics, Democritus University of Thrace - Department of Economics and Department of Economics, Democritus University of Thrace
Downloads 27 (463,195)

Abstract:

Loading...

output growth, inflation, uncertainty, causality

25.

International Business Cycle Synchronization Since the 1870s: Evidence from a Novel Network Approach

Number of pages: 18 Posted: 06 Dec 2015
Vienna University of Economics and Business, Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 26 (468,293)

Abstract:

Loading...

Business cycle synchronization, Globalisation, Complex networks

26.

Analyzing the Co-Movements of the US Gross State Product Growth with the Use of the Minimum Dominating Set

Number of pages: 11 Posted: 29 Jan 2014
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Democritus University of Thrace - Department of Economics
Downloads 24 (478,953)

Abstract:

Loading...

Graph Theory, Economic Networks, Minimum Dominating Set, Gross State Product

27.

Testing Purchasing Power Parity Theory with the Hurst Exponent: The Case of 23 OECD Countries

Applied Financial Economics, 23 (17), p.1399-1046, 2013
Number of pages: 12 Posted: 06 Dec 2015
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace and Democritus University of Thrace - Department of Economics
Downloads 23 (484,269)

Abstract:

Loading...

Purchasing Power Parity, Real Exchange Rates, Hurst Exponent, Rolling Window, DFA

28.

Testing Exchange Rate Models in a Small Open Economy: An SVR Approach

P. Gogas, T. Papadimitriou and V. Plakandaras, "Testing Exchange Rate Models in a Small Open Economy: an SVR Approach", Bulletin of Applied Economics, 2016, 3(2), 9-29, December 15, 2016
Number of pages: 21 Posted: 22 Jun 2017
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Democritus University of Thrace
Downloads 18 (512,155)

Abstract:

Loading...

Exchange Rate, Forecasting, Foreign Exchange Market, Support Vector Regression, Monetary exchange rate models

29.

US Inflation Dynamics on Long Range Data

Number of pages: 26 Posted: 02 Jul 2015
Democritus University of Thrace, Democritus University of Thrace - Department of Economics, University of Pretoria - Department of Economics and Department of Economics, Democritus University of Thrace
Downloads 18 (512,155)

Abstract:

Loading...

Inflation, Persistence, Hurst exponent, Detrended Fluctuation Analysis, Lyapunov exponent

30.

Business Cycle Convergence: A Survey of Methods and Models

Number of pages: 25 Posted: 06 Dec 2015
Department of Economics, Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Democritus University of Thrace - Department of Economics
Downloads 16 (523,152)

Abstract:

Loading...

Business Cycle, Convergence, Synchronization

31.

The Informational Content of the Term-Spread in Forecasting the U.S. Inflation Rate: A Nonlinear Approach

Number of pages: 25 Posted: 22 Jun 2017
Democritus University of Thrace - Department of Economics, Department of Economics, Democritus University of Thrace, Democritus University of Thrace and University of Pretoria - Department of Economics
Downloads 12 (545,827)

Abstract:

Loading...

U.S. Inflation, forecasting, Support Vector Regression, LASSO

32.

Are There Asymmetries in Fiscal Policy Shocks?

“Are there Asymmetries in Fiscal Policy Shocks”, with I. Pragidis, Journal of Economic Studies, Vol. 42(2), pp. 303-321, 2015.
Number of pages: 24 Posted: 22 Jun 2017
Periklis Gogas and Ioannis Pragidis
Democritus University of Thrace - Department of Economics and Democritus University of Thrace
Downloads 11 (551,564)

Abstract:

Loading...

Fiscal Policy, Asymmetric Effects, VAR, TVAR

33.

A Re-Evaluation of the Feldstein-Horioka Puzzle in the Eurozone

Number of pages: 23 Posted: 26 Nov 2018
Democritus University of Thrace, Democritus University of Thrace - Department of Economics and Department of Economics, Democritus University of Thrace
Downloads 7 (574,294)

Abstract:

Loading...

Feldstein-Horioka Puzzle, Investment, Savings, International Economics