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  • Search: subject:"superior predictive ability"
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Year of publication
Subject
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superior predictive ability 5 Generalised autoregressive conditional heteroskedasticity model 4 Long memory model 4 Prognoseverfahren 4 Realised volatility 4 Stochastic volatility model 4 Superior predictive ability 4 Unobserved components 4 model confidence set 4 Forecasting model 3 Aktienindex 2 Fokker-Planck equation 2 NIFTY 2 covariance misspecification 2 forecasting 2 loss function 2 machine learning for portfolio 2 multivariate GARCH 2 stochastic differential equation 2 superior predictive ability test 2 ARCH model 1 ARCH-Modell 1 Artificial intelligence 1 Correlation 1 Estimation theory 1 Forecast 1 Forecasting 1 Functional linear regression 1 Korrelation 1 Künstliche Intelligenz 1 Mixed Data Sampling 1 Portfolio selection 1 Portfolio-Management 1 Profitability 1 Prognose 1 Rentabilität 1 Return on assets 1 Romanian stock market 1 Schätztheorie 1 Statistical test 1
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Online availability
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Free 12
Type of publication
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Book / Working Paper 9 Article 3
Type of publication (narrower categories)
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Working Paper 4 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Article 1 Article in journal 1 Aufsatz in Zeitschrift 1
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Language
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English 8 Undetermined 4
Author
All
Jungbacker, Borus 4 Koopman, Siem Jan 4 Hol, Eugenie 3 Alfarano, Simone 2 Jain, Prayut 2 Jain, Shashi 2 Milaković, Mishael 2 Mundt, Philipp 2 Anghel, Dan Gabriel 1 Hol Uspensky, Eugenie 1 LAURENT, Sébastien 1 Laurent, Sébastien 1 ROMBOUTS, Jeroen V. K. 1 Rombouts, Jeroen V.K. 1 Tay, Anthony S. 1 VIOLANTE, Francesco 1 Violante, Francesco 1
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Institution
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Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 1 Centre Interuniversitaire sur le Risque, les Politiques Économiques et l'Emploi (CIRPÉE) 1 East Asian Bureau of Economic Research (EABER) 1 Tinbergen Institute 1 Tinbergen Instituut 1
Published in...
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Tinbergen Institute Discussion Papers 2 BERG Working Paper Series 1 BERG working paper series 1 CORE Discussion Papers 1 Cahiers de recherche 1 Discussion paper / Tinbergen Institute 1 International Journal of Financial Research 1 Macroeconomics Working Papers 1 Risks 1 Risks : open access journal 1 Tinbergen Institute Discussion Paper 1
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Source
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RePEc 6 ECONIS (ZBW) 3 EconStor 3
Showing 1 - 10 of 12
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Exploiting ergodicity in forecasts of corporate profitability
Mundt, Philipp; Alfarano, Simone; Milaković, Mishael - 2019
Theory suggests that competition tends to equalize profit rates through the process of capital reallocation, and numerous studies have confirmed that profit rates are indeed persistent and mean-reverting. Recent empirical evidence further shows that fluctuations in the profitability of surviving...
Persistent link: https://www.econbiz.de/10011993216
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Can machine learning-based portfolios outperform traditional risk-based portfolios? The need to account for covariance misspecification
Jain, Prayut; Jain, Shashi - In: Risks 7 (2019) 3, pp. 1-27
-based portfolios. For our analysis, we use the test for superior predictive ability on out-of-sample portfolio performance, to …
Persistent link: https://www.econbiz.de/10013200492
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Cover Image
Exploiting ergodicity in forecasts of corporate profitability
Mundt, Philipp; Alfarano, Simone; Milaković, Mishael - 2019
Theory suggests that competition tends to equalize profit rates through the process of capital reallocation, and numerous studies have confirmed that profit rates are indeed persistent and mean-reverting. Recent empirical evidence further shows that fluctuations in the profitability of surviving...
Persistent link: https://www.econbiz.de/10011988645
Saved in:
Cover Image
Can machine learning-based portfolios outperform traditional risk-based portfolios? : the need to account for covariance misspecification
Jain, Prayut; Jain, Shashi - In: Risks : open access journal 7 (2019) 3/74, pp. 1-27
-based portfolios. For our analysis, we use the test for superior predictive ability on out-of-sample portfolio performance, to …
Persistent link: https://www.econbiz.de/10012127594
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Market Efficiency and Technical Analysis in Romania
Anghel, Dan Gabriel - In: International Journal of Financial Research 6 (2015) 2, pp. 164-177
In this paper we make a detail evaluation of stock market efficiency in Romania. First, we employ 686,243 trading models derived from 44 technical analysis indicators and determine that significant inefficiencies exist for stock prices in this country. The time varying nature of these points out...
Persistent link: https://www.econbiz.de/10011267717
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On the Forecasting Accuracy of Multivariate GARCH Models
Laurent, Sébastien; Rombouts, Jeroen V.K.; Violante, … - Centre Interuniversitaire sur le Risque, les Politiques … - 2010
the Superior Predictive Ability (SPA) tests. Model performances are evaluated using four statistical loss functions which …
Persistent link: https://www.econbiz.de/10008595652
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On the forecasting accuracy of multivariate GARCH models
LAURENT, Sébastien; ROMBOUTS, Jeroen V. K.; VIOLANTE, … - Center for Operations Research and Econometrics (CORE), … - 2010
This paper addresses the question of the selection of multivariate GARCH models in terms of variance matrix forecasting accuracy with a particular focus on relatively large scale problems. We consider 10 assets from NYSE and NASDAQ and compare 125 model based one-step-ahead conditional variance...
Persistent link: https://www.econbiz.de/10008642224
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Mixing Frequencies : Stock Returns as a Predictor of Real Output Growth
Tay, Anthony S. - East Asian Bureau of Economic Research (EABER) - 2006
We investigate two methods for using daily stock returns to forecast, and update forecasts of, quarterly real output growth. Both methods aggregate daily returns in some manner to form a single stock market variable. We consider (i) augmenting the quarterly AR(1) model for real output growth...
Persistent link: https://www.econbiz.de/10009363915
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Forecasting Daily Variability of the S&P 100 Stock Index using Historical, Realised and Implied Volatility Measurements
Koopman, Siem Jan; Jungbacker, Borus; Hol, Eugenie - 2004
predictive ability tests to investigate the relative forecast performances of some models. Since volatilities are not observed … the hypothesis of whether a forecast model is outperformed by alternative models. In particular, we will use superior …
Persistent link: https://www.econbiz.de/10010325171
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Forecasting Daily Variability of the S&P 100 Stock Index using Historical, Realised and Implied Volatility Measurements
Koopman, Siem Jan; Jungbacker, Borus; Hol, Eugenie - Tinbergen Institute - 2004
predictive ability tests to investigate the relative forecast performances of some models. Since volatilities are not observed … the hypothesis of whether a forecast model is outperformed by alternative models. In particular, we will use superior …
Persistent link: https://www.econbiz.de/10005450798
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