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Volumn 72, Issue 5, 2004, Pages 1481-1517

Likelihood-based estimation of latent generalized ARCH structures

Author keywords

Bayesian inference; Dynamic heteroskedasticity; Factor models; Markov chain Monte Carlo; Simulated EM algorithm; Volatility

Indexed keywords

BAYESIAN INFERENCE; DYNAMIC HETEROSKEDASTICITY; FACTOR MODELS; MARKOV CHAIN MONTE CARLO; SIMULATED EM ALGORITHM; VOLATILITY;

EID: 4444323292     PISSN: 00129682     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1468-0262.2004.00541.x     Document Type: Article
Times cited : (57)

References (83)
  • 1
    • 0034413190 scopus 로고    scopus 로고
    • Bayesian dynamic factor models and variance matrix discounting for portfolio allocation
    • AGUILAR, O., AND M. WEST (2000): "Bayesian Dynamic Factor Models and Variance Matrix Discounting for Portfolio Allocation, "Journal of Business and Economic Statistics, 18, 338-357.
    • (2000) Journal of Business and Economic Statistics , vol.18 , pp. 338-357
    • Aguilar, O.1    West, M.2
  • 2
    • 55549084723 scopus 로고
    • Bayesian inference via gibbs sampling of autoregressive time series subject to Markov mean and variance shifts
    • ALBERT, J. H., AND S. CHIB (1993): "Bayesian Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts," Journal of Business and Economic Statistics, 11, 1-15.
    • (1993) Journal of Business and Economic Statistics , vol.11 , pp. 1-15
    • Albert, J.H.1    Chib, S.2
  • 3
    • 4444281241 scopus 로고
    • Unpublished Paper, Finance Department, Northwestern University
    • ANDERSEN, T. G. (1994): "Volatility," Unpublished Paper, Finance Department, Northwestern University.
    • (1994) Volatility
    • Andersen, T.G.1
  • 4
    • 0040485278 scopus 로고    scopus 로고
    • Fractionally integrated generalized autoregressive conditional heteroskedasticity
    • BAILLIE, R. T., T. BOLLERSLEV, AND H. O. MIKKELSEN (1996): "Fractionally Integrated Generalized Autoregressive Conditional Heteroskedasticity," Journal of Econometrics, 74, 3-30.
    • (1996) Journal of Econometrics , vol.74 , pp. 3-30
    • Baillie, R.T.1    Bollerslev, T.2    Mikkelsen, H.O.3
  • 5
    • 0002350223 scopus 로고    scopus 로고
    • Bayesian inference on GARCH models using the gibbs sampler
    • BAUWENS, L., AND M. LUBRANO (1998): "Bayesian Inference on GARCH Models Using the Gibbs Sampler," Econometrics Journal, 1, C23-C46.
    • (1998) Econometrics Journal , vol.1
    • Bauwens, L.1    Lubrano, M.2
  • 6
    • 42449156579 scopus 로고
    • Generalised autoregressive conditional heteroskedasticity
    • BOLLERSLEV, T. (1986): "Generalised Autoregressive Conditional Heteroskedasticity," Journal of Econometrics, 51, 307-327.
    • (1986) Journal of Econometrics , vol.51 , pp. 307-327
    • Bollerslev, T.1
  • 7
    • 0000375581 scopus 로고
    • A conditional heteroskedastic time series model for speculative prices and rates of return
    • _ (1987): "A Conditional Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," Review of Economics and Statistics, 69, 542-547.
    • (1987) Review of Economics and Statistics , vol.69 , pp. 542-547
  • 8
    • 70350121603 scopus 로고
    • ARCH models
    • ed. by R. F. Engle and D. McFadden. Amsterdam: North-Holland
    • BOLLERSLEV, T., R. F. ENGLE, AND D. B. NELSON (1994): "ARCH Models," in The Handbook of Econometrics, Vol. 4, ed. by R. F. Engle and D. McFadden. Amsterdam: North-Holland, 2959-3038.
    • (1994) The Handbook of Econometrics , vol.4 , pp. 2959-3038
    • Bollerslev, T.1    Engle, R.F.2    Nelson, D.B.3
  • 9
    • 33748491952 scopus 로고
    • A theory of price limits in futures markets
    • BRENNAN, M. J. (1986): "A Theory of Price Limits in Futures Markets," Journal of Financial Economics, 16, 213-233.
    • (1986) Journal of Financial Economics , vol.16 , pp. 213-233
    • Brennan, M.J.1
  • 10
    • 49049146761 scopus 로고
    • Departures from marginal-cost pricing in the American automobile industry, estimates from 1977-1978
    • BRESNAHAN, T. F. (1981): "Departures from Marginal-Cost Pricing in the American Automobile Industry, Estimates from 1977-1978," Journal of Econometrics, 17, 201-227.
    • (1981) Journal of Econometrics , vol.17 , pp. 201-227
    • Bresnahan, T.F.1
  • 11
    • 0000193853 scopus 로고
    • On gibbs sampling for state space models
    • CARTER, C. K., AND R. KOHN (1994): "On Gibbs Sampling for State Space Models," Biometrika, 81, 541-553.
    • (1994) Biometrika , vol.81 , pp. 541-553
    • Carter, C.K.1    Kohn, R.2
  • 12
    • 0002241694 scopus 로고
    • The SEM algorithm: A probabilistic teacher algorithm derived from the EM algorithm for the mixture problem
    • CELEUX, G., AND J. DIEBOLT (1985): "The SEM Algorithm: A Probabilistic Teacher Algorithm Derived from the EM Algorithm for the Mixture Problem," Computational Statistics Quarterly, 2, 73-82.
    • (1985) Computational Statistics Quarterly , vol.2 , pp. 73-82
    • Celeux, G.1    Diebolt, J.2
  • 13
    • 0000915180 scopus 로고
    • Arbitrage and mean-variance analysis of large asset markets
    • CHAMBERLAIN, G., AND M. ROTHSCHILD (1983): "Arbitrage and Mean-Variance Analysis of Large Asset Markets," Econometrica, 51, 1281-1301.
    • (1983) Econometrica , vol.51 , pp. 1281-1301
    • Chamberlain, G.1    Rothschild, M.2
  • 14
    • 33847220057 scopus 로고    scopus 로고
    • Markov chain Monte Carlo methods: Computation and inference
    • ed. by J. J. Heckman and E. Learner. Amsterdam: North-Holland
    • CHIB, S. (2001): "Markov Chain Monte Carlo Methods: Computation and Inference," in Handbook of Econometrics, Vol. 5, ed. by J. J. Heckman and E. Learner. Amsterdam: North-Holland, 3569-3649.
    • (2001) Handbook of Econometrics , vol.5 , pp. 3569-3649
    • Chib, S.1
  • 15
    • 0001149688 scopus 로고
    • Bayes inference for regression models with ARMA(p, q) errors
    • CHIB, S., AND E. GREENBERG (1994): "Bayes Inference for Regression Models with ARMA(p, q) Errors," Journal of Econometrics, 64, 183-206.
    • (1994) Journal of Econometrics , vol.64 , pp. 183-206
    • Chib, S.1    Greenberg, E.2
  • 17
    • 38249014105 scopus 로고
    • Measuring risk aversion from excess returns on a stock index
    • CHOU, R., R. F. ENGLE, AND A. KANE (1992): "Measuring Risk Aversion from Excess Returns on a Stock Index," Journal of Econometrics, 52, 201-224.
    • (1992) Journal of Econometrics , vol.52 , pp. 201-224
    • Chou, R.1    Engle, R.F.2    Kane, A.3
  • 18
    • 0032354283 scopus 로고    scopus 로고
    • An EM algorithm for conditionally heteroskedastic factor models
    • DEMOS, A., AND E. SENTANA (1998): "An EM Algorithm for Conditionally Heteroskedastic Factor Models," Journal of Business and Economic Statistics, 16, 357-361.
    • (1998) Journal of Business and Economic Statistics , vol.16 , pp. 357-361
    • Demos, A.1    Sentana, E.2
  • 20
    • 84986408962 scopus 로고
    • The dynamics of exchange rate volatility: A multivariate latent factor ARCH model
    • DIEBOLD, F. X., AND M. NERLOVE (1989): "The Dynamics of Exchange Rate Volatility: A Multivariate Latent Factor ARCH Model," Journal of Applied Econometrics, 4, 1-21.
    • (1989) Journal of Applied Econometrics , vol.4 , pp. 1-21
    • Diebold, F.X.1    Nerlove, M.2
  • 21
    • 4444239712 scopus 로고    scopus 로고
    • Exact maximum likelihood estimation of observation-driven econometric models
    • ed. by R. S. Mariano, M. Weeks, and T. Schuermann. Cambridge: Cambridge University Press
    • DIEBOLD, F. X., AND T. SCHUERMANN (2000): "Exact Maximum Likelihood Estimation of Observation-Driven Econometric Models," in Simulation-Based Inference in Econometrics: Methods and Applications, ed. by R. S. Mariano, M. Weeks, and T. Schuermann. Cambridge: Cambridge University Press, 205-217.
    • (2000) Simulation-based Inference in Econometrics: Methods and Applications , pp. 205-217
    • Diebold, F.X.1    Schuermann, T.2
  • 23
    • 0033415777 scopus 로고    scopus 로고
    • Conditional heteroscedasticity in qualitative response models of time series: A gibbs-sampling approach to the bank prime rate
    • DUEKER, M. (1999): "Conditional Heteroscedasticity in Qualitative Response Models of Time Series: A Gibbs-Sampling Approach to the Bank Prime Rate," Journal of Business and Economic Statistics, 17, 466-472.
    • (1999) Journal of Business and Economic Statistics , vol.17 , pp. 466-472
    • Dueker, M.1
  • 24
    • 0034551268 scopus 로고    scopus 로고
    • A multivariate latent factor decomposition of international bond yield spreads
    • DUNGEY, M., V. L. MARTIN, AND A. R. PAGAN (2000): "A Multivariate Latent Factor Decomposition of International Bond Yield Spreads," Journal of Applied Econometrics, 15, 697-715.
    • (2000) Journal of Applied Econometrics , vol.15 , pp. 697-715
    • Dungey, M.1    Martin, V.L.2    Pagan, A.R.3
  • 25
    • 84928308259 scopus 로고
    • Bank rate policy under the interwar gold standard: A dynamic probit model
    • EICHENGREEN, B., M. W. WATSON, AND R. S. GROSSMAN (1985): "Bank Rate Policy Under the Interwar Gold Standard: A Dynamic Probit Model," Economic Journal, 95, 725-745.
    • (1985) Economic Journal , vol.95 , pp. 725-745
    • Eichengreen, B.1    Watson, M.W.2    Grossman, R.S.3
  • 26
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroskedasticity with estimates of the variance of the United Kingdom inflation
    • ENGLE, R. F. (1982): "Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of the United Kingdom Inflation," Econometrica, 50, 987-1007.
    • (1982) Econometrica , vol.50 , pp. 987-1007
    • Engle, R.F.1
  • 27
    • 0001381794 scopus 로고
    • Discussion: Stock market volatility and the crash of 87
    • _ (1990): "Discussion: Stock Market Volatility and the Crash of 87," Review of Financial Studies, 3, 103-106.
    • (1990) Review of Financial Studies , vol.3 , pp. 103-106
  • 29
    • 84974122247 scopus 로고
    • Multivariate simultaneous generalized ARCH
    • ENGLE, R. F., AND K. F. KRONER (1995): "Multivariate Simultaneous Generalized ARCH," Econometric Theory, 11, 122-150.
    • (1995) Econometric Theory , vol.11 , pp. 122-150
    • Engle, R.F.1    Kroner, K.F.2
  • 30
    • 0001727379 scopus 로고
    • The general sampling distribution of the multiple correlation coefficient
    • FISHER, R. A. (1928): "The General Sampling Distribution of the Multiple Correlation Coefficient," Transactions of the Royal Society of London, Series A, 121, 654-673.
    • (1928) Transactions of the Royal Society of London, Series A , vol.121 , pp. 654-673
    • Fisher, R.A.1
  • 32
    • 0021518209 scopus 로고
    • Stochastic relaxation, gibbs distribution and the bayesian restoration of images
    • GEMAN, S., AND D. GEMAN (1984): "Stochastic Relaxation, Gibbs Distribution and the Bayesian Restoration of Images," IEEE Transactions, PAMI, 6, 721-741.
    • (1984) IEEE Transactions, PAMI , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 33
    • 84963255699 scopus 로고
    • Modelling the persistence of conditional variances: A comment
    • GEWEKE, J. (1986): "Modelling the Persistence of Conditional Variances: A Comment," Econometric Reviews, 5, 57-61.
    • (1986) Econometric Reviews , vol.5 , pp. 57-61
    • Geweke, J.1
  • 34
    • 0001667705 scopus 로고
    • Bayesian inference in econometric models using Monte Carlo integration
    • _ (1989): "Bayesian Inference in Econometric Models Using Monte Carlo Integration," Econometrica, 57, 1317-1339.
    • (1989) Econometrica , vol.57 , pp. 1317-1339
  • 35
    • 0030539706 scopus 로고    scopus 로고
    • Measuring the pricing error of the arbitrage pricing theory
    • GEWEKE, J. F., AND G. ZHOU (1996): "Measuring the Pricing Error of the Arbitrage Pricing Theory," Review of Financial Studies, 9, 557-587.
    • (1996) Review of Financial Studies , vol.9 , pp. 557-587
    • Geweke, J.F.1    Zhou, G.2
  • 36
    • 67649497847 scopus 로고    scopus 로고
    • Stochastic volatility
    • ed. by C. R. Rao and G. S. Maddala. Amsterdam: North-Holland
    • GHYSELS, E., A. C. HARVEY, AND E. RENAULT (1996): "Stochastic Volatility," in Statistical Methods in Finance, ed. by C. R. Rao and G. S. Maddala. Amsterdam: North-Holland, 119-191.
    • (1996) Statistical Methods in Finance , pp. 119-191
    • Ghysels, E.1    Harvey, A.C.2    Renault, E.3
  • 39
    • 0038312668 scopus 로고
    • Adaptive rejection metropolis sampling within gibbs sampling
    • GILKS, W. R., N. G. BEST, AND K. K. C. TAN (1995): "Adaptive Rejection Metropolis Sampling Within Gibbs Sampling," Applied Statistics, 44, 155-173.
    • (1995) Applied Statistics , vol.44 , pp. 155-173
    • Gilks, W.R.1    Best, N.G.2    Tan, K.K.C.3
  • 40
    • 13144252695 scopus 로고    scopus 로고
    • Corrigendum: Adaptive rejection metropolis sampling
    • GILKS, W. R., R. M. NEAL, N. G. BEST, AND K. K. C. TAN (1997): "Corrigendum: Adaptive Rejection Metropolis Sampling," Applied Statistics, 46, 541-542.
    • (1997) Applied Statistics , vol.46 , pp. 541-542
    • Gilks, W.R.1    Neal, R.M.2    Best, N.G.3    Tan, K.K.C.4
  • 42
  • 43
    • 0001015476 scopus 로고    scopus 로고
    • The method of simulated scores for the estimation of LDV models
    • HAJIVASSILIOU, V., AND D. MCFADDEN (1998): "The Method of Simulated Scores for the Estimation of LDV Models," Econometrica, 66, 863-896.
    • (1998) Econometrica , vol.66 , pp. 863-896
    • Hajivassiliou, V.1    Mcfadden, D.2
  • 45
    • 44049121027 scopus 로고
    • Unobserved component time series models with ARCH disturbances
    • HARVEY, A. C., E. RUIZ, AND E. SENTANA (1992): "Unobserved Component Time Series Models With ARCH Disturbances," Journal of Econometrics, 52, 129-158.
    • (1992) Journal of Econometrics , vol.52 , pp. 129-158
    • Harvey, A.C.1    Ruiz, E.2    Sentana, E.3
  • 46
    • 0039657041 scopus 로고    scopus 로고
    • The dynamics of discrete bid and ask quotes
    • HASBROUCK, J. (1999): "The Dynamics of Discrete Bid and Ask Quotes," Journal of Finance, 54, 2109-2142.
    • (1999) Journal of Finance , vol.54 , pp. 2109-2142
    • Hasbrouck, J.1
  • 47
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • HASTINGS, W. K. (1970): "Monte Carlo Sampling Methods Using Markov Chains and Their Applications," Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 48
    • 0142045265 scopus 로고    scopus 로고
    • The NIG-SEARCH model: A fat tail stochastic, and autoregressive conditional heteroskedastic volatility model
    • JENSEN, M. B., AND A. LUNDE (2001): "The NIG-SEARCH Model: A Fat Tail Stochastic, and Autoregressive Conditional Heteroskedastic Volatility Model," Econometrics Journal, 4, 319-342.
    • (2001) Econometrics Journal , vol.4 , pp. 319-342
    • Jensen, M.B.1    Lunde, A.2
  • 51
    • 0001251517 scopus 로고    scopus 로고
    • Stochastic volatility: Likelihood inference and comparison with ARCH models
    • KIM, S., N. SHEPHARD, AND S. CHIB (1998): "Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models," Review of Economic Studies, 65, 361-393.
    • (1998) Review of Economic Studies , vol.65 , pp. 361-393
    • Kim, S.1    Shephard, N.2    Chib, S.3
  • 52
    • 84992529786 scopus 로고
    • Volatility and links between national stock markets
    • KING, M., E. SENTANA, AND S. WADHWANI (1994): "Volatility and Links Between National Stock Markets," Econometrics, 62, 901-933.
    • (1994) Econometrics , vol.62 , pp. 901-933
    • King, M.1    Sentana, E.2    Wadhwani, S.3
  • 53
    • 0000535270 scopus 로고
    • Tests of unbiasedness in foreign exchange futures markets: The effects of price limits
    • KODRES, L. E. (1988): "Tests of Unbiasedness in Foreign Exchange Futures Markets: The Effects of Price Limits," Review of Futures Markets, 7, 138-166.
    • (1988) Review of Futures Markets , vol.7 , pp. 138-166
    • Kodres, L.E.1
  • 54
    • 21144469577 scopus 로고
    • Tests of unbiasedness in foreign exchange futures markets: An explanation of price limits and conditional heteroskedasticity
    • _ (1993): "Tests of Unbiasedness in Foreign Exchange Futures Markets: An Explanation of Price Limits and Conditional Heteroskedasticity, " Journal of Business, 66, 463-490.
    • (1993) Journal of Business , vol.66 , pp. 463-490
  • 56
    • 0000623794 scopus 로고    scopus 로고
    • Estimation of dynamic and ARCH tobit models
    • LEE, L.-F. (1999): "Estimation of Dynamic and ARCH Tobit Models," Journal of Econometrics, 92, 355-390.
    • (1999) Journal of Econometrics , vol.92 , pp. 355-390
    • Lee, L.-F.1
  • 57
    • 0001789822 scopus 로고
    • Covariance structure of the gibbs sampler with applications to the comparison of estimators and augmentation schemes
    • LIU, J. S., W. H. WONG, AND A. KONG (1994): "Covariance Structure of the Gibbs Sampler with Applications to the Comparison of Estimators and Augmentation Schemes," Biometrika, 81, 27-40.
    • (1994) Biometrika , vol.81 , pp. 27-40
    • Liu, J.S.1    Wong, W.H.2    Kong, A.3
  • 59
    • 38149144178 scopus 로고
    • Tests of the martingale hypothesis for foreign currency futures with time-varying volatility
    • MCCURDY, T. H., AND I. G. MORGAN (1987): "Tests of the Martingale Hypothesis for Foreign Currency Futures with Time-Varying Volatility," International Journal of Forecasting, 3, 131-148.
    • (1987) International Journal of Forecasting , vol.3 , pp. 131-148
    • Mccurdy, T.H.1    Morgan, I.G.2
  • 60
    • 1642364678 scopus 로고    scopus 로고
    • Temporal aggregation of volatility models
    • MEDDAHI, N., AND E. RENAULT (2004): "Temporal Aggregation of Volatility Models," Journal of Econometrics, 119, 355-379.
    • (2004) Journal of Econometrics , vol.119 , pp. 355-379
    • Meddahi, N.1    Renault, E.2
  • 62
    • 0033435318 scopus 로고    scopus 로고
    • Limit moves as censored observations of equilibrium future prices in GARCH processes
    • MORGAN, I. G., AND R. G. TREVOR (1999): "Limit Moves as Censored Observations of Equilibrium Future Prices in GARCH Processes," Journal of Business and Economic Statistics, 14, 397-408.
    • (1999) Journal of Business and Economic Statistics , vol.14 , pp. 397-408
    • Morgan, I.G.1    Trevor, R.G.2
  • 63
    • 0347318519 scopus 로고    scopus 로고
    • Bayesian analysis of ARMA-GARCH models: A Markov chain sampling approach
    • NAKATSUMA, T. (2000): "Bayesian Analysis of ARMA-GARCH Models: A Markov Chain Sampling Approach," Journal of Econometrics, 95, 57-69.
    • (2000) Journal of Econometrics , vol.95 , pp. 57-69
    • Nakatsuma, T.1
  • 64
    • 0012740605 scopus 로고    scopus 로고
    • On simulated EM algorithms
    • NIELSEN, S. F. (2000): "On Simulated EM Algorithms," Journal of Econometrics, 96, 267-292.
    • (2000) Journal of Econometrics , vol.96 , pp. 267-292
    • Nielsen, S.F.1
  • 65
    • 84963255679 scopus 로고
    • Modelling the persistence of conditional variances: A comment
    • PANTULA, S. G. (1986): "Modelling the Persistence of Conditional Variances: A Comment," Econometric Reviews, 5, 71-74.
    • (1986) Econometric Reviews , vol.5 , pp. 71-74
    • Pantula, S.G.1
  • 66
    • 0040291797 scopus 로고    scopus 로고
    • Analytic convergence rates and parameterisation issues for the gibbs sampler applied to state space models
    • PITT, M. K., AND N. SHEPHARD (1999a): "Analytic Convergence Rates and Parameterisation Issues for the Gibbs Sampler Applied to State Space Models," Journal of Time Series Analysis, 21, 63-85.
    • (1999) Journal of Time Series Analysis , vol.21 , pp. 63-85
    • Pitt, M.K.1    Shephard, N.2
  • 67
    • 0001981538 scopus 로고    scopus 로고
    • Time varying covariances: A factor stochastic volatility approach
    • ed. by J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith. Oxford: Oxford University Press
    • _ (1999b): "Time Varying Covariances: A Factor Stochastic Volatility Approach" (with Discussion), in Bayesian Statistics 6, ed. by J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith. Oxford: Oxford University Press, 547-570.
    • (1999) Bayesian Statistics , vol.6 , pp. 547-570
  • 70
    • 0000672899 scopus 로고
    • Extensions of estimation methods using the EM algorithm
    • RUUD, P. (1991): "Extensions of Estimation Methods Using the EM Algorithm," Journal of Econometrics, 49, 305-341.
    • (1991) Journal of Econometrics , vol.49 , pp. 305-341
    • Ruud, P.1
  • 72
    • 1642327291 scopus 로고    scopus 로고
    • Factor representing portfolios in large asset markets
    • _ (2004): "Factor Representing Portfolios in Large Asset Markets," Journal of Econometrics, 119, 257-289.
    • (2004) Journal of Econometrics , vol.119 , pp. 257-289
  • 73
    • 4444318342 scopus 로고    scopus 로고
    • Indirect estimation of conditionally heteroskedastic factor models
    • SENTANA, E., G. CALZOLARI, AND G. FIORENTINI (2004): "Indirect Estimation of Conditionally Heteroskedastic Factor Models," CEMFI Working Paper 0409. Available at ftp://ftp.cemfi.es/wp/04/0409.pdf.
    • (2004) CEMFI Working Paper , vol.409
    • Sentana, E.1    Calzolari, G.2    Fiorentini, G.3
  • 74
    • 0000908969 scopus 로고    scopus 로고
    • Identification, estimation and testing of conditionally heteroskedastic factor models
    • SENTANA, E., AND G. FIORENTINI (2001): "Identification, Estimation and Testing of Conditionally Heteroskedastic Factor Models," Journal of Econometrics, 102, 143-164.
    • (2001) Journal of Econometrics , vol.102 , pp. 143-164
    • Sentana, E.1    Fiorentini, G.2
  • 75
    • 84986397907 scopus 로고
    • Fitting non-linear time series models, with applications to stochastic variance models
    • SHEPHARD, N. (1993): "Fitting Non-Linear Time Series Models, with Applications to Stochastic Variance Models," Journal of Applied Econometrics, 8, S135-152.
    • (1993) Journal of Applied Econometrics , vol.8
    • Shephard, N.1
  • 76
    • 0038853197 scopus 로고
    • Partial non-Gaussian state space
    • _ (1994): "Partial Non-Gaussian State Space," Biometrika, 81, 115-131.
    • (1994) Biometrika , vol.81 , pp. 115-131
  • 77
    • 0001790102 scopus 로고    scopus 로고
    • Statistical aspects of ARCH and stochastic volatility
    • ed. by D. R. Cox, D. V. Hinkley, and O. E. Barndorff-Nielsen. London: Chapman and Hall
    • _ (1996): "Statistical Aspects of ARCH and Stochastic Volatility," in Time Series Models in Econometrics, Finance and Other Fields, ed. by D. R. Cox, D. V. Hinkley, and O. E. Barndorff-Nielsen. London: Chapman and Hall, 1-67.
    • (1996) Time Series Models in Econometrics, Finance and Other Fields , pp. 1-67
  • 80
    • 84950758368 scopus 로고
    • The calculation of posterior distributions by data augmentation
    • TANNER, M. A., AND W. H. WONG (1987): "The Calculation of Posterior Distributions by Data Augmentation" (with discussion), Journal of the American Statistical Association, 82, 528-550.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 528-550
    • Tanner, M.A.1    Wong, W.H.2
  • 81
    • 84986754945 scopus 로고
    • Modelling stochastic volatility
    • TAYLOR, S. J. (1994): "Modelling Stochastic Volatility," Mathematical Finance, 4, 183-204.
    • (1994) Mathematical Finance , vol.4 , pp. 183-204
    • Taylor, S.J.1
  • 82
    • 21844503092 scopus 로고
    • Markov chains for exploring posterior distributions
    • TIERNEY, L. (1994): "Markov Chains for Exploring Posterior Distributions" (with discussion), Annals of Statistics, 21, 1701-1762.
    • (1994) Annals of Statistics , vol.21 , pp. 1701-1762
    • Tierney, L.1
  • 83
    • 0036183951 scopus 로고    scopus 로고
    • A censored-GARCH model of asset returns with price limits
    • WEI, S. X. (2002): "A Censored-GARCH Model of Asset Returns with Price Limits," Journal of Empirical Finance, 9, 197-223.
    • (2002) Journal of Empirical Finance , vol.9 , pp. 197-223
    • Wei, S.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.