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Volumn 20, Issue 4, 2001, Pages 385-424

Dynamic factor models

Author keywords

Factor models; JEL Number: C22, C32, G10, G12; Moral hazard; Nonlinear dynamics; Stable distributions; Stochastic volatility

Indexed keywords


EID: 1642284774     PISSN: 07474938     EISSN: 15324168     Source Type: Journal    
DOI: 10.1081/ETC-100106997     Document Type: Article
Times cited : (9)

References (71)
  • 1
    • 0011617142 scopus 로고
    • Maximum Likelihood Estimation of Order m for Stationary Stochastic Processes
    • Azzalini, A., 1983. Maximum Likelihood Estimation of Order m for Stationary Stochastic Processes. Biometrika, 70: 381–387.
    • (1983) Biometrika , vol.70 , pp. 381-387
    • Azzalini, A.1
  • 3
    • 0017656033 scopus 로고
    • A Canonical Analysis of Multiple Time Series
    • Box, G., and Tiao, G., 1977. A Canonical Analysis of Multiple Time Series. Biometrika, 64: 355–365.
    • (1977) Biometrika , vol.64 , pp. 355-365
    • Box, G.1    Tiao, G.2
  • 5
    • 0030572784 scopus 로고    scopus 로고
    • Sampling Strategies for Monte Carlo Filters of Nonlinear Systems
    • Carpentier, J., Clifford, P., and Fearnhead, P., 1996. Sampling Strategies for Monte Carlo Filters of Nonlinear Systems. I.E.E. Colloquium Digest, 243: 611–613.
    • (1996) I.E.E. Colloquium Digest , vol.243 , pp. 611-613
    • Carpentier, J.1    Clifford, P.2    Fearnhead, P.3
  • 7
    • 0000915180 scopus 로고
    • Funds, Factors and Diversification in Arbitrage Pricing Models
    • Chamberlain, G., 1983. Funds, Factors and Diversification in Arbitrage Pricing Models. Econometrica, 51: 1305–1323.
    • (1983) Econometrica , vol.51 , pp. 1305-1323
    • Chamberlain, G.1
  • 8
    • 0000915180 scopus 로고
    • Arbitrage, Factor Structure and Mean-Variance Analysis in Large Asset Markets
    • Chamberlain, G., and Rothschild, M., 1983. Arbitrage, Factor Structure and Mean-Variance Analysis in Large Asset Markets. Econometrica, 51: 1281–1301.
    • (1983) Econometrica , vol.51 , pp. 1281-1301
    • Chamberlain, G.1    Rothschild, M.2
  • 10
    • 0001854590 scopus 로고
    • Maximum Likelihood Estimation of a Multifactor Equilibrium Model of the Term Structure of Interest Rates
    • Chen, R., and Scott, L., 1993. Maximum Likelihood Estimation of a Multifactor Equilibrium Model of the Term Structure of Interest Rates. Journal of Fixed Income, 3: 14–31.
    • (1993) Journal of Fixed Income , vol.3 , pp. 14-31
    • Chen, R.1    Scott, L.2
  • 11
    • 0041059062 scopus 로고
    • A Long Memory Property of Stock Market Returns and a New Model
    • Ding, Z., Granger, C., and Engle, R., 1993. A Long Memory Property of Stock Market Returns and a New Model. Journal of Empirical Finance, 1: 83–106.
    • (1993) Journal of Empirical Finance , vol.1 , pp. 83-106
    • Ding, Z.1    Granger, C.2    Engle, R.3
  • 12
    • 0141968590 scopus 로고
    • A Generalization of Actuarial Automobile Insurance Rating Models: The Negative Binomial Distribution with a Regression Component
    • Dionne, G., and Vanasse, C., 1989. A Generalization of Actuarial Automobile Insurance Rating Models: The Negative Binomial Distribution with a Regression Component. Actuarial Bulletin, 19: 199–212.
    • (1989) Actuarial Bulletin , vol.19 , pp. 199-212
    • Dionne, G.1    Vanasse, C.2
  • 13
    • 0030305091 scopus 로고    scopus 로고
    • A Yield Factor Model of Interest Rates
    • Duffie, D., and Kan, R., 1996. A Yield Factor Model of Interest Rates. Mathematical Finance, 6: 379–406.
    • (1996) Mathematical Finance , vol.6 , pp. 379-406
    • Duffie, D.1    Kan, R.2
  • 14
    • 0000593389 scopus 로고
    • Simulated Moments Estimator of Markov Models of Asset Prices
    • Duffie, D., and Singleton, K., 1993. Simulated Moments Estimator of Markov Models of Asset Prices. Econometrica, 61: 929–952.
    • (1993) Econometrica , vol.61 , pp. 929-952
    • Duffie, D.1    Singleton, K.2
  • 15
    • 0000013567 scopus 로고
    • The Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of U.K. Inflation
    • Engle, R., 1982. The Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of U.K. Inflation. Econometrica, 45: 987–1007.
    • (1982) Econometrica , vol.45 , pp. 987-1007
    • Engle, R.1
  • 16
    • 0000013567 scopus 로고
    • Cointegration and Error Correction: Representation, Estimation and Testing
    • Engle, R., and Granger, C., 1987. Cointegration and Error Correction: Representation, Estimation and Testing. Econometrica, 55: 251–276.
    • (1987) Econometrica , vol.55 , pp. 251-276
    • Engle, R.1    Granger, C.2
  • 17
    • 0000264314 scopus 로고
    • Do Bulls and Bears Move Across Borders? International Transmission of Stock Returns and Volatility
    • Engle, R., Ito, T., and Lin, W., 1994. Do Bulls and Bears Move Across Borders? International Transmission of Stock Returns and Volatility. Review of Financial Studies, 7: 507–538.
    • (1994) Review of Financial Studies , vol.7 , pp. 507-538
    • Engle, R.1    Ito, T.2    Lin, W.3
  • 18
    • 45149140983 scopus 로고
    • Asset Pricing with a Factor ARCH Covariance Structure: Empirical Estimates for Treasury Bills
    • Engle, R., Ng, V., and Rothschild, M., 1990. Asset Pricing with a Factor ARCH Covariance Structure: Empirical Estimates for Treasury Bills. Journal of Econometrics, 45: 213–237.
    • (1990) Journal of Econometrics , vol.45 , pp. 213-237
    • Engle, R.1    Ng, V.2    Rothschild, M.3
  • 20
    • 0031161249 scopus 로고    scopus 로고
    • Forecasting the Frequency of Ch. in Quoted Foreign Exchange Prices with the Autoregressive Conditional Duration Model
    • Engle, R., and Russell, J., 1997. Forecasting the Frequency of Ch. in Quoted Foreign Exchange Prices with the Autoregressive Conditional Duration Model. Journal of Empirical Finance, 4: 187–212.
    • (1997) Journal of Empirical Finance , vol.4 , pp. 187-212
    • Engle, R.1    Russell, J.2
  • 22
    • 4243481137 scopus 로고
    • Forecasting and Interpolation using Vector Autoregressions with Common Trends
    • Fernandez-Macho, F., Harvey, A., and Stock, J., 1987. Forecasting and Interpolation using Vector Autoregressions with Common Trends. Annales d'Economie et de Statistique, 617: 279–288.
    • (1987) Annales d'Economie et de Statistique , vol.617 , pp. 279-288
    • Fernandez-Macho, F.1    Harvey, A.2    Stock, J.3
  • 23
    • 0000700546 scopus 로고
    • Nonlinear Dynamic Structures
    • Gallant, A., Rossi, P., and Tauchen, G., 1993. Nonlinear Dynamic Structures. Econometrica, 61: 871–908.
    • (1993) Econometrica , vol.61 , pp. 871-908
    • Gallant, A.1    Rossi, P.2    Tauchen, G.3
  • 24
    • 0000247137 scopus 로고    scopus 로고
    • Estimation and Optimization of Functions
    • Gilks W.R., Spiegelhalter D.J., (eds), London: Chapman and Hall,. Edited by
    • Geyer, C. J., 1996. “ Estimation and Optimization of Functions ”. In Markov Chain Monte Carlo in Practice Edited by: Gilks, W. R., and Spiegelhalter, D. J., London: Chapman and Hall.
    • (1996) Markov Chain Monte Carlo in Practice
    • Geyer, C.J.1
  • 26
    • 30244570131 scopus 로고    scopus 로고
    • Stochastic Volatility
    • Maddala G.S., (ed), Amsterdam, North Holland: Statistical Methods for Finance, and,. Edited by
    • Ghysels, E., Harvey, A., and Renault, E., 1997. “ Stochastic Volatility ”. In Handbook of Econometrics Edited by: Maddala, G. S., Vol. 14, Amsterdam, North Holland: Statistical Methods for Finance.
    • (1997) Handbook of Econometrics , vol.14
    • Ghysels, E.1    Harvey, A.2    Renault, E.3
  • 28
    • 0027580559 scopus 로고
    • A Novel Approach to Nonlinear and Nongaussian Bayesian State Estimation
    • Gordon, N., Salmand, D., and Smith, A., 1993. A Novel Approach to Nonlinear and Nongaussian Bayesian State Estimation. I.E.E. Proceedings, F-140: 107–133.
    • (1993) I.E.E. Proceedings , pp. 107-133
    • Gordon, N.1    Salmand, D.2    Smith, A.3
  • 32
    • 1842512879 scopus 로고    scopus 로고
    • Nonlinear Panel Data with Dynamic Heterogeneity
    • Krishnakumar J., Ronchetti E., (eds), North Holland: and,. Edited by
    • Gouriéroux, C., and Jasiak, J., 2000. “ Nonlinear Panel Data with Dynamic Heterogeneity ”. In Panel Data Econometrics Edited by: Krishnakumar, J., and Ronchetti, E., 127–148. North Holland
    • (2000) Panel Data Econometrics , pp. 127-148
    • Gouriéroux, C.1    Jasiak, J.2
  • 35
    • 61849171352 scopus 로고
    • Inference in Factor Models
    • Maddala G.S., Phillips P.C.B., Srinivasan T., (eds), Blackwell, and,. Edited by
    • Gouriéroux, C., Monfort, A., and Renault, E., 1995. “ Inference in Factor Models ”. In Advances in Econometrics and Quantitative Economics Edited by: Maddala, G. S., Phillips, P. C.B., and Srinivasan, T., 311–353. Blackwell.
    • (1995) Advances in Econometrics and Quantitative Economics , pp. 311-353
    • Gouriéroux, C.1    Monfort, A.2    Renault, E.3
  • 36
    • 0001300935 scopus 로고
    • Pseudo Maximum Likelihood Methods: Application to Poisson Models
    • Gouriéroux, C., Monfort, A., and Trognon, A., 1984. Pseudo Maximum Likelihood Methods: Application to Poisson Models. Econometrica, 52: 701–721.
    • (1984) Econometrica , vol.52 , pp. 701-721
    • Gouriéroux, C.1    Monfort, A.2    Trognon, A.3
  • 38
    • 0039331566 scopus 로고
    • Séries codépendantes: applications à l'hypothèse de parité du pouvoir d'achat
    • Gouriéroux, C., and Peaucelle, I., 1994. Séries codépendantes: applications à l'hypothèse de parité du pouvoir d'achat. Actualités Economiques, 68: 283–304.
    • (1994) Actualités Economiques , vol.68 , pp. 283-304
    • Gouriéroux, C.1    Peaucelle, I.2
  • 41
    • 84928453814 scopus 로고
    • Stochastic Trends in Dynamic Regression Models: An Application to the Output-Employment Equation
    • Harvey, A., Henry, B., Peters, S., and Wren-Lewis, S., 1986. Stochastic Trends in Dynamic Regression Models: An Application to the Output-Employment Equation. Economic Journal, 96: 975–985.
    • (1986) Economic Journal , vol.96 , pp. 975-985
    • Harvey, A.1    Henry, B.2    Peters, S.3    Wren-Lewis, S.4
  • 42
    • 84935670624 scopus 로고
    • Econometric Models for Count Data with an Application to the Patents R&D Relationship
    • Hausman, J., Hall, B., and Griliches, Z., 1984. Econometric Models for Count Data with an Application to the Patents R&D Relationship. Econometrica, 52: 909–938.
    • (1984) Econometrica , vol.52 , pp. 909-938
    • Hausman, J.1    Hall, B.2    Griliches, Z.3
  • 43
    • 0002674207 scopus 로고
    • Bond Pricing and the Term Structure of Interest Rates: A New Methodology for Contingent Claim Valuation
    • Heath, D., Jarrow, R., and Morton, A., 1994. Bond Pricing and the Term Structure of Interest Rates: A New Methodology for Contingent Claim Valuation. Econometrica, 60: 77–106.
    • (1994) Econometrica , vol.60 , pp. 77-106
    • Heath, D.1    Jarrow, R.2    Morton, A.3
  • 44
    • 0001263124 scopus 로고
    • A Simple Approach to Inference About Tail of a Distribution
    • Hill, B., 1975. A Simple Approach to Inference About Tail of a Distribution. The Annals of Statistics, 3: 1163–1174.
    • (1975) The Annals of Statistics , vol.3 , pp. 1163-1174
    • Hill, B.1
  • 47
  • 48
    • 0030304310 scopus 로고    scopus 로고
    • Monte-Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models
    • Kitagawa, G., 1996. Monte-Carlo Filter and Smoother for Non-Gaussian Nonlinear State Space Models. Journal of Computational and Graphical Statistics, 5: 1–25.
    • (1996) Journal of Computational and Graphical Statistics , vol.5 , pp. 1-25
    • Kitagawa, G.1
  • 49
    • 84950459387 scopus 로고
    • Non-Gaussian State Space Modelling of Non-stationary Time Series
    • Kitagawa, G., 1987. Non-Gaussian State Space Modelling of Non-stationary Time Series. JASA, 82: 503–514.
    • (1987) JASA , vol.82 , pp. 503-514
    • Kitagawa, G.1
  • 50
    • 84950428388 scopus 로고
    • Smoothness Prior State Space Modelling of Time Series with Trend and Seasonality
    • Kitagawa, G., and Gersch, W. A., 1984. Smoothness Prior State Space Modelling of Time Series with Trend and Seasonality. Journal of the American Statistical Association, 79: 378–389.
    • (1984) Journal of the American Statistical Association , vol.79 , pp. 378-389
    • Kitagawa, G.1    Gersch, W.A.2
  • 51
    • 0001353625 scopus 로고    scopus 로고
    • Impulse Response Analysis in Nonlinear Multivariate Models
    • Koop, G., Pesaran, H., and Potter, S., 1996. Impulse Response Analysis in Nonlinear Multivariate Models. Journal of Econometrics, 74: 119–147.
    • (1996) Journal of Econometrics , vol.74 , pp. 119-147
    • Koop, G.1    Pesaran, H.2    Potter, S.3
  • 55
    • 84981454150 scopus 로고
    • Bayesian Analysis of Autoregressive Time Series via Gibbs Sampling
    • McCulloch, R., and Tsay, R., 1994. Bayesian Analysis of Autoregressive Time Series via Gibbs Sampling. Journal of Time Series Analysis, 15: 235–250.
    • (1994) Journal of Time Series Analysis , vol.15 , pp. 235-250
    • McCulloch, R.1    Tsay, R.2
  • 56
    • 0000883977 scopus 로고
    • A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration
    • McFadden, D., 1989. A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration. Econometrica, 57: 995–1026.
    • (1989) Econometrica , vol.57 , pp. 995-1026
    • McFadden, D.1
  • 57
    • 84986837753 scopus 로고
    • Contingent Claims Valued and Hedged by Pricing and Investing in a Basis
    • Madan, D., and Milne, F., 1994. Contingent Claims Valued and Hedged by Pricing and Investing in a Basis. Mathematical Finance, 4: 233–245.
    • (1994) Mathematical Finance , vol.4 , pp. 233-245
    • Madan, D.1    Milne, F.2
  • 60
    • 0001331135 scopus 로고
    • Simulation and the Asymptotics of Optimization Estimators
    • Pakes, A., and Pollard, D., 1989. Simulation and the Asymptotics of Optimization Estimators. Econometrica, 57: 1027–1057.
    • (1989) Econometrica , vol.57 , pp. 1027-1057
    • Pakes, A.1    Pollard, D.2
  • 62
    • 0031512270 scopus 로고    scopus 로고
    • Heavy Tails Modelling and Teletraffic Data
    • Resnick, S., 1997. Heavy Tails Modelling and Teletraffic Data. The Annals of Statistics, 25: 1805–1869.
    • (1997) The Annals of Statistics , vol.25 , pp. 1805-1869
    • Resnick, S.1
  • 63
    • 0002073593 scopus 로고
    • On the Asymptotic Properties of Estimators of Models Containing Limited Dependent Variables
    • Robinson, P., 1982. On the Asymptotic Properties of Estimators of Models Containing Limited Dependent Variables. Econometrica, 50: 27–41.
    • (1982) Econometrica , vol.50 , pp. 27-41
    • Robinson, P.1
  • 64
    • 0001222807 scopus 로고
    • The Arbitrage Theory of Capital Asset Pricing
    • Ross, S., 1976. The Arbitrage Theory of Capital Asset Pricing. Journal of Economic Theory, 17: 254–286.
    • (1976) Journal of Economic Theory , vol.17 , pp. 254-286
    • Ross, S.1
  • 68
    • 0003258788 scopus 로고    scopus 로고
    • Likelihood Analysis of Non-Gaussian Measurement Time Series
    • forthcoming
    • Shephard, N., and Pitt, M., 1997. Likelihood Analysis of Non-Gaussian Measurement Time Series. Biometrika, forthcoming
    • (1997) Biometrika
    • Shephard, N.1    Pitt, M.2
  • 71
    • 0003588120 scopus 로고
    • One Dimensional Stable Distributions
    • Rhode Island: American Mathematical Society, (translation from the original Russian edition 1983),. In
    • Zolotarev, V., 1986. “ One Dimensional Stable Distributions ”. In Translations of Mathematical Monographs Vol. 65, Rhode Island: American Mathematical Society. (translation from the original Russian edition 1983)
    • (1986) Translations of Mathematical Monographs , vol.65
    • Zolotarev, V.1


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