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Expert Systems With Applications, ISSN 0957-4174, 2007, Volume 33, Issue 4, pp. 916 - 922
Journal Article
Energy Economics, ISSN 0140-9883, 09/2012, Volume 34, Issue 5, pp. 1284 - 1300
Applying sector stock prices and oil prices in 1991:01–2009:05 from the G7 countries we find oil price shocks do not significantly impact the composite index... 
Oil prices | Sector stock return | Stock returns | Industry sectors | RETURNS | ECONOMICS | SHOCKS | Prices and rates | Petroleum industry | Stock price indexes | Stocks | Stock markets
Journal Article
Applied Economics, ISSN 0003-6846, 2013, Volume 45, Issue 22, pp. 3255 - 3262
The stochastic approach to index numbers has been successfully applied to the estimation of inflation, the world interest rate and international... 
Stochastic approach to index numbers | Share price index | Fan chart | Volatility | REGRESSION | stochastic approach to index numbers | fan chart | NUMBERS | INFLATION | share price index | ECONOMICS | volatility | Evaluation | Learning models (Stochastic processes) | Usage | Forecasts and trends | Stock price indexes | Volatility (Finance)
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 01/2014, Volume 55, pp. 87 - 100
Journal Article
Industrial Management & Data Systems, ISSN 0263-5577, 06/2018, Volume 118, Issue 5, pp. 998 - 1017
Journal Article
PLoS ONE, ISSN 1932-6203, 04/2013, Volume 8, Issue 4, p. e61091
Journal Article
Fractals, ISSN 0218-348X, 06/2019, Volume 27, Issue 4, p. 1950055
Forecasting stock price indexes has been regarded as a challenging task in financial time series analysis. In order to improve the prediction accuracy, a novel... 
Article | SVM Model | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | Stock Index | MULTIDISCIPLINARY SCIENCES | Prediction | Vertical Scaling Factor | Fractal Interpolation | ARTIFICIAL NEURAL-NETWORKS | Prices and rates | Forecasts and trends | Stock price indexes | Stocks | Analysis
Journal Article
The Journal of Finance, ISSN 0022-1082, 08/2019, Volume 74, Issue 4, pp. 2107 - 2116
Journal Article
International Journal of Approximate Reasoning, ISSN 0888-613X, 03/2014, Volume 55, Issue 3, pp. 812 - 833
In real time, one observation always relies on several observations. To improve the forecasting accuracy, all these observations can be incorporated in... 
Defuzzification | Type-2 fuzzy time series | Particle swarm optimization | Stock index forecasting | Type-1 fuzzy time series | ALGORITHM | ENROLLMENTS | ANFIS MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Stock price indexes | Mathematical optimization | Analysis
Journal Article
Journal of International Financial Markets, Institutions & Money, ISSN 1042-4431, 07/2012, Volume 22, Issue 3, pp. 609 - 621
► This paper uses the data of six Asian countries. ► Estimating the relationship between stock price index and exchange rate. ► The quantile regression model... 
Foreign exchange market | Stock market | Quantile regression | Exchange rate | Asian markets | BUSINESS, FINANCE | COINTEGRATION | UNIT-ROOT | ECONOMICS | Financial markets | Stocks | Foreign investments | Prices and rates | Stock price indexes | Stock markets | Foreign exchange
Journal Article
Expert Systems with Applications, ISSN 0957-4174, 08/2018, Volume 103, p. 25
Volatility plays crucial roles in financial markets, such as in derivative pricing, portfolio risk management, and hedging strategies. Therefore, accurate... 
Autoregressive models | Volatility | Investments | Stock index futures | Artificial neural networks | Performance prediction | Markets | Economic forecasting | Econometrics | Risk management | Feedforward | Portfolio management
Journal Article
Energy, ISSN 0360-5442, 02/2019, Volume 169, pp. 637 - 645
With the shale gas revolution and the maturity of new energy technologies, the global oil-based energy pattern began to be remodeled worldwide. From the... 
New energy stocks | Divisia energy price index | VAR model | CLEAN ENERGY | THERMODYNAMICS | EMISSIONS | ENERGY & FUELS | REVOLUTION | OIL PRICES | Fluctuations | Autoregressive models | Shale | Variations | Fossil fuels | Fuels | Energy industry | Shale gas | Stock prices | Prices | Oil | Energy technology | Energy | Natural gas
Journal Article