메뉴 건너뛰기




Volumn 144, Issue 1, 2008, Pages 175-192

Mixtures of t-distributions for finance and forecasting

Author keywords

ARMA GARCH models; Forecast accuracy; Neural networks; Nonparametric density estimation; Option pricing; Risk neutral density

Indexed keywords

ECONOMIC ANALYSIS; FORECASTING; NEURAL NETWORKS; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; RISK MANAGEMENT; STATISTICAL TESTS;

EID: 43049109436     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2008.01.004     Document Type: Article
Times cited : (17)

References (22)
  • 1
    • 0000607865 scopus 로고    scopus 로고
    • An introduction to hypergeometric functions for economists
    • Abadir K. An introduction to hypergeometric functions for economists. Econometric Reviews 18 (1999) 287-330
    • (1999) Econometric Reviews , vol.18 , pp. 287-330
    • Abadir, K.1
  • 2
    • 0142138094 scopus 로고    scopus 로고
    • Density functionals, with an option-pricing application
    • Abadir K., and Rockinger M. Density functionals, with an option-pricing application. Econometric Theory 19 (2003) 778-811
    • (2003) Econometric Theory , vol.19 , pp. 778-811
    • Abadir, K.1    Rockinger, M.2
  • 3
    • 0039505965 scopus 로고    scopus 로고
    • Nonparametric estimation of state-price densities implicit in financial asset prices
    • Ai{dotless}̈t-Sahalia Y., and Lo A. Nonparametric estimation of state-price densities implicit in financial asset prices. Journal of Finance LIII (1998) 499-547
    • (1998) Journal of Finance , vol.LIII , pp. 499-547
    • Aït-Sahalia, Y.1    Lo, A.2
  • 4
    • 2642623236 scopus 로고
    • Representations of the central and non-central t distributions
    • Amos D. Representations of the central and non-central t distributions. Biometrika 51 (1964) 451-458
    • (1964) Biometrika , vol.51 , pp. 451-458
    • Amos, D.1
  • 6
    • 0000516158 scopus 로고
    • Prices of state contingent claims implicit in option prices
    • Breeden D., and Litzenberger R. Prices of state contingent claims implicit in option prices. Journal of Business 51 (1978) 621-657
    • (1978) Journal of Business , vol.51 , pp. 621-657
    • Breeden, D.1    Litzenberger, R.2
  • 8
    • 0036408145 scopus 로고    scopus 로고
    • Time irreversibility and EGARCH effects in US stock index returns
    • Chen Y., and Kuan C. Time irreversibility and EGARCH effects in US stock index returns. Journal of Applied Econometrics 17 (2002) 565-578
    • (2002) Journal of Applied Econometrics , vol.17 , pp. 565-578
    • Chen, Y.1    Kuan, C.2
  • 9
    • 0000154686 scopus 로고    scopus 로고
    • Evaluating the forecast densities of linear and non-linear models: applications to output growth and unemployment
    • Clements M., and Smith J. Evaluating the forecast densities of linear and non-linear models: applications to output growth and unemployment. Journal of Forecasting 19 (2000) 255-276
    • (2000) Journal of Forecasting , vol.19 , pp. 255-276
    • Clements, M.1    Smith, J.2
  • 10
    • 0347623647 scopus 로고    scopus 로고
    • Evaluating density forecasts with applications to financial risk management
    • Diebold R., Gunther T., and Tay A. Evaluating density forecasts with applications to financial risk management. International Economic Review 39 (1998) 863-883
    • (1998) International Economic Review , vol.39 , pp. 863-883
    • Diebold, R.1    Gunther, T.2    Tay, A.3
  • 11
    • 43049107637 scopus 로고    scopus 로고
    • Erdelyi, A., Magnus, W., Oberhettinger, F., Tricomi, F. (Eds.), 1953. Higher Transcendental Functions, vol. 1. McGraw-Hill, New York, NY.
    • Erdelyi, A., Magnus, W., Oberhettinger, F., Tricomi, F. (Eds.), 1953. Higher Transcendental Functions, vol. 1. McGraw-Hill, New York, NY.
  • 12
    • 0026449851 scopus 로고
    • On learning the derivatives of an unknown mapping with multilayer feedforward networks
    • Gallant A., and White H. On learning the derivatives of an unknown mapping with multilayer feedforward networks. Neural Networks 5 (1992) 129-138
    • (1992) Neural Networks , vol.5 , pp. 129-138
    • Gallant, A.1    White, H.2
  • 13
    • 0025627940 scopus 로고
    • Universal approximation of an unknown mapping and its derivatives
    • Hornik K., Stinchcombe M., and White H. Universal approximation of an unknown mapping and its derivatives. Neural Networks 3 (1990) 551-560
    • (1990) Neural Networks , vol.3 , pp. 551-560
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 14
    • 84948516717 scopus 로고
    • Artificial neural networks: an econometric perspective
    • Kuan C., and White H. Artificial neural networks: an econometric perspective. Econometric Reviews 13 (1994) 1-91
    • (1994) Econometric Reviews , vol.13 , pp. 1-91
    • Kuan, C.1    White, H.2
  • 15
    • 0001925391 scopus 로고
    • Techniques for verifying the accuracy of risk measurement models
    • Kupiec P. Techniques for verifying the accuracy of risk measurement models. Journal of Derivatives 2 (1995) 173-184
    • (1995) Journal of Derivatives , vol.2 , pp. 173-184
    • Kupiec, P.1
  • 17
    • 0031516243 scopus 로고    scopus 로고
    • Recovering an asset's implied pdf from option prices: an application to crude oil during the gulf crisis
    • Melick W., and Thomas C. Recovering an asset's implied pdf from option prices: an application to crude oil during the gulf crisis. Journal of Financial and Quantitative Analysis 32 (1997) 91-116
    • (1997) Journal of Financial and Quantitative Analysis , vol.32 , pp. 91-116
    • Melick, W.1    Thomas, C.2
  • 21
    • 0345399126 scopus 로고
    • The probable error of a mean
    • Student. The probable error of a mean. Biometrika 6 (1908) 1-25
    • (1908) Biometrika , vol.6 , pp. 1-25
    • Student1
  • 22
    • 0039222618 scopus 로고    scopus 로고
    • Parametric statistical estimation with artifical neural networks
    • Smolensky P., Mozer M., and Rumelhart D. (Eds), Lawrence Erlbaum, Mahwah, NJ
    • White H. Parametric statistical estimation with artifical neural networks. In: Smolensky P., Mozer M., and Rumelhart D. (Eds). Mathematical Perspectives on Neural Networks (1996), Lawrence Erlbaum, Mahwah, NJ 714-776
    • (1996) Mathematical Perspectives on Neural Networks , pp. 714-776
    • White, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.