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Volumn 23, Issue 1, 2005, Pages 105-117

Bayesian estimates for vector autoregressive models

Author keywords

Bayesian VAR; LINEX loss; Noninformative priors; Pseudoentropy loss; Quadratic loss; Student t distribution

Indexed keywords


EID: 12344330368     PISSN: 07350015     EISSN: None     Source Type: Journal    
DOI: 10.1198/073500104000000622     Document Type: Article
Times cited : (39)

References (49)
  • 1
    • 0035607905 scopus 로고    scopus 로고
    • The non-linear dynamics of output and unemployment in the U.S
    • Altissimo, F., and Giovanni, L. V. (2001), "The Non-Linear Dynamics of Output and Unemployment in the U.S.," Journal of Applied Econometrics, 16, 461-486.
    • (2001) Journal of Applied Econometrics , vol.16 , pp. 461-486
    • Altissimo, F.1    Giovanni, L.V.2
  • 3
    • 0012786195 scopus 로고
    • Multiple regression and estimation of the mean of multivariate normal distribution
    • Stanford University, Dept. of Statistics
    • Baranchik, A. J. (1964), "Multiple Regression and Estimation of the Mean of Multivariate Normal Distribution," Technical Report 51, Stanford University, Dept. of Statistics.
    • (1964) Technical Report , vol.51
    • Baranchik, A.J.1
  • 4
    • 0039179796 scopus 로고    scopus 로고
    • Investing for the long run when the returns are predictable
    • Barberis, N. (2000), "Investing for the Long Run When the Returns Are Predictable," Journal of Finance, 55, 225-264.
    • (2000) Journal of Finance , vol.55 , pp. 225-264
    • Barberis, N.1
  • 5
    • 0001141391 scopus 로고
    • On the development of reference priors
    • eds. J. M. Bernardo et al., Oxford, U.K.: Oxford University Press
    • Berger, J. O., and Bernardo, J. M. (1992), "On the Development of Reference Priors," in Bayesian Analysis IV, eds. J. M. Bernardo et al., Oxford, U.K.: Oxford University Press. pp. 61-77.
    • (1992) Bayesian Analysis , vol.4 , pp. 61-77
    • Berger, J.O.1    Bernardo, J.M.2
  • 6
    • 0030508463 scopus 로고    scopus 로고
    • Choice of hierarchical priors: Admissibility in estimation of normal means
    • Berger, J. O., and Strawderman, W. E. (1996), "Choice of Hierarchical Priors: Admissibility in Estimation of Normal Means," The Annals of Statistics, 24, 931-951.
    • (1996) The Annals of Statistics , vol.24 , pp. 931-951
    • Berger, J.O.1    Strawderman, W.E.2
  • 9
    • 0000023055 scopus 로고
    • Posterior inference on the degrees of freedom parameter in multivariate-t Regression models
    • Chib, S., Osiewalski, J., and Steel, M. F. J. (1991), "Posterior Inference on the Degrees of Freedom Parameter in Multivariate-t Regression Models," Economics Letters, 37, 391-397.
    • (1991) Economics Letters , vol.37 , pp. 391-397
    • Chib, S.1    Osiewalski, J.2    Steel, M.F.J.3
  • 10
    • 70449089152 scopus 로고    scopus 로고
    • Monetary policy shocks: What have we learned and to what end?
    • eds. J. B. Taylor and M. Woodford, Amsterdam: North-Holland
    • Christiano, L. J., Eichenbaum, M., and Evans C. (1999), "Monetary Policy Shocks: What Have We Learned and to What End?" in Handbook of Macroeconomics, Vol. 1, eds. J. B. Taylor and M. Woodford, Amsterdam: North-Holland, pp. 65-147.
    • (1999) Handbook of Macroeconomics , vol.1 , pp. 65-147
    • Christiano, L.J.1    Eichenbaum, M.2    Evans, C.3
  • 11
    • 84945763545 scopus 로고
    • Forecasting and conditional projection using realistic prior distributions
    • Doan, T., Litterman, R. B., and Sims, C. A. (1984), "Forecasting and Conditional Projection Using Realistic Prior Distributions," Econometric Reviews, 3, 1-100.
    • (1984) Econometric Reviews , vol.3 , pp. 1-100
    • Doan, T.1    Litterman, R.B.2    Sims, C.A.3
  • 13
    • 33746447668 scopus 로고    scopus 로고
    • Multivariate student-t regression models: Pitfalls and inference
    • Fernandez, C., and Steel, M. F. J. (1999), "Multivariate Student-t Regression Models: Pitfalls and Inference," Biometrika, 86, 153-167.
    • (1999) Biometrika , vol.86 , pp. 153-167
    • Fernandez, C.1    Steel, M.F.J.2
  • 14
    • 0039012379 scopus 로고
    • Bayesian estimation in multivariate analysis
    • Geisser, S. (1965), "Bayesian Estimation in Multivariate Analysis," The Annals of Mathematical Statistics, 36, 150-159.
    • (1965) The Annals of Mathematical Statistics , vol.36 , pp. 150-159
    • Geisser, S.1
  • 16
    • 84986088295 scopus 로고
    • Bayesian treatment of the independent student-t linear model
    • Geweke, J. (1993), "Bayesian Treatment of the Independent Student-t Linear Model," Journal of Applied Econometrics, 8, 19-40.
    • (1993) Journal of Applied Econometrics , vol.8 , pp. 19-40
    • Geweke, J.1
  • 17
    • 0000324169 scopus 로고
    • Adaptive rejection sampling for Gibbs sampling
    • Gilks, W. R., and Wild, P. (1992), "Adaptive Rejection Sampling for Gibbs Sampling," Applied Statistics, 41, 337-348.
    • (1992) Applied Statistics , vol.41 , pp. 337-348
    • Gilks, W.R.1    Wild, P.2
  • 18
    • 84931405892 scopus 로고
    • The dynamic impacts of monetary policy: An exercise in tentative identification
    • Gordon, D. B., and Leeper, E. M. (1994), "The Dynamic Impacts of Monetary Policy: An Exercise in Tentative Identification," Journal of Political Economy, 102, 1228-1247.
    • (1994) Journal of Political Economy , vol.102 , pp. 1228-1247
    • Gordon, D.B.1    Leeper, E.M.2
  • 19
    • 12344318831 scopus 로고    scopus 로고
    • A bayesian analysis of a variance decomposition of stock returns
    • Carnegie Mellon University
    • Hollifield, B., Koop, G., and Li, K. (2001), "A Bayesian Analysis of a Variance Decomposition of Stock Returns," working paper, Carnegie Mellon University.
    • (2001) Working Paper
    • Hollifield, B.1    Koop, G.2    Li, K.3
  • 21
    • 0003951563 scopus 로고
    • New York: Oxford University Press
    • Jeffreys, H. (1961) Probability Theory, New York: Oxford University Press.
    • (1961) Probability Theory
    • Jeffreys, H.1
  • 23
    • 0039646598 scopus 로고    scopus 로고
    • Numerical methods for estimation and inference in bayesian VAR-models
    • Kadiyala, K. R., and Karlsson, S. (1997), "Numerical Methods for Estimation and Inference in Bayesian VAR-Models," Journal of Applied Econometrics, 12, 99-132.
    • (1997) Journal of Applied Econometrics , vol.12 , pp. 99-132
    • Kadiyala, K.R.1    Karlsson, S.2
  • 25
    • 0040898734 scopus 로고    scopus 로고
    • On the predictability of stock returns
    • Kandel, S., and Stambaugh, R. F. (1996), "On the Predictability of Stock Returns," Journal of Finance, 51, 385-424.
    • (1996) Journal of Finance , vol.51 , pp. 385-424
    • Kandel, S.1    Stambaugh, R.F.2
  • 27
    • 0040456831 scopus 로고    scopus 로고
    • Temporary components of stock returns: What do the data tell us?
    • Lamoureux, C. G., and Zhou, G. (1996), "Temporary Components of Stock Returns: What Do the Data Tell Us?" Review of Financial Studies, 9, 1033-1059.
    • (1996) Review of Financial Studies , vol.9 , pp. 1033-1059
    • Lamoureux, C.G.1    Zhou, G.2
  • 28
    • 84952504842 scopus 로고
    • Forecasting with bayesian vector autoregression: Five years of experience
    • Litterman, R. B. (1986), "Forecasting With Bayesian Vector Autoregression: Five Years of Experience," Journal of Business & Economic Statistics, 4, 25-38.
    • (1986) Journal of Business & Economic Statistics , vol.4 , pp. 25-38
    • Litterman, R.B.1
  • 29
    • 0001203970 scopus 로고    scopus 로고
    • Approximate bias correction in econometrics
    • MacKinnon, J. G., and Smith, A. A., Jr. (1998), "Approximate Bias Correction in Econometrics," Journal of Econometrics, 85, 205-230.
    • (1998) Journal of Econometrics , vol.85 , pp. 205-230
    • MacKinnon, J.G.1    Smith Jr., A.A.2
  • 30
    • 0347604061 scopus 로고    scopus 로고
    • Noninformative priors and frequentist risks of bayesian estimators of vector-autoregressive models
    • Ni, S., and Sun, D. (2003), "Noninformative Priors and Frequentist Risks of Bayesian Estimators of Vector-Autoregressive Models," Journal of Econometrics, 115, 159-197.
    • (2003) Journal of Econometrics , vol.115 , pp. 159-197
    • Ni, S.1    Sun, D.2
  • 31
    • 0038957681 scopus 로고    scopus 로고
    • Portfolio selection and asset pricing models
    • Pastor, L. (2000), "Portfolio Selection and Asset Pricing Models," Journal of Finance, 55, 179-223.
    • (2000) Journal of Finance , vol.55 , pp. 179-223
    • Pastor, L.1
  • 32
    • 0034195524 scopus 로고    scopus 로고
    • Comparing asset pricing models: An investment perspective
    • Pastor, L., and Stambaugh, R. F. (2000), "Comparing Asset Pricing Models: An Investment Perspective," Journal of Financial Economics, 56, 335-381.
    • (2000) Journal of Financial Economics , vol.56 , pp. 335-381
    • Pastor, L.1    Stambaugh, R.F.2
  • 33
    • 38249002035 scopus 로고
    • Robust bayesian inference in elliptical regression models
    • Osiewalski, J., and Steel, M. F. J. (1993), "Robust Bayesian Inference in Elliptical Regression Models," Journal of Econometrics, 57, 345-363.
    • (1993) Journal of Econometrics , vol.57 , pp. 345-363
    • Osiewalski, J.1    Steel, M.F.J.2
  • 34
    • 84986414355 scopus 로고
    • To criticize the critics: An objective bayesian analysis of stochastic trends
    • Phillips, P. C. B. (1991), "To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends," Journal of Applied Econometrics, 6, 423-434.
    • (1991) Journal of Applied Econometrics , vol.6 , pp. 423-434
    • Phillips, P.C.B.1
  • 35
    • 0000997472 scopus 로고
    • Macroeconomics and reality
    • Sims, C. A. (1980), "Macroeconomics and Reality," Econometrica, 48, 1-48.
    • (1980) Econometrica , vol.48 , pp. 1-48
    • Sims, C.A.1
  • 36
    • 0040187322 scopus 로고
    • To Criticize the critics: An objective bayesian analysis of stochastic trends
    • by Peter C. B. Phillips
    • _ (1991), Comment on "To Criticize the Critics: An Objective Bayesian Analysis of Stochastic Trends," by Peter C. B. Phillips, Journal of Applied Econometrics, 6, 423-434.
    • (1991) Journal of Applied Econometrics , vol.6 , pp. 423-434
  • 37
    • 44049115762 scopus 로고
    • Interpreting the macroeconomic time series facts: The effects of monetary policy
    • _ (1992), "Interpreting the Macroeconomic Time Series Facts: The Effects of Monetary Policy," European Economic Review, 38, 975-1000.
    • (1992) European Economic Review , vol.38 , pp. 975-1000
  • 38
    • 0348015511 scopus 로고    scopus 로고
    • Does monetary policy generate recessions?
    • Federal Reserve Bank of Atlanta
    • Sims, C. A., and Zha, T. (1998), "Does Monetary Policy Generate Recessions?" Working Paper 98-12, Federal Reserve Bank of Atlanta.
    • (1998) Working Paper , vol.98 , Issue.12
    • Sims, C.A.1    Zha, T.2
  • 39
    • 0001090776 scopus 로고    scopus 로고
    • Error bands for impulse responses
    • _ (1999), "Error Bands for Impulse Responses," Econometrica, 67, 1113-1155.
    • (1999) Econometrica , vol.67 , pp. 1113-1155
  • 41
    • 0000813561 scopus 로고
    • Inadmissibility of the usual estimator for the mean of a multivariate normal distribution
    • Berkeley, CA: University of California Press
    • Stein, C. (1956), "Inadmissibility of the Usual Estimator for the Mean of a Multivariate Normal Distribution," in Proceedings of the Third Berkeley Symposium, Vol. 1, Berkeley, CA: University of California Press, pp. 197-206.
    • (1956) Proceedings of the Third Berkeley Symposium , vol.1 , pp. 197-206
    • Stein, C.1
  • 42
    • 0002902272 scopus 로고    scopus 로고
    • Reference priors under partial information
    • Sun, D., and Berger, J. O. (1998), "Reference Priors Under Partial Information," Biometrika, 85, 55-71.
    • (1998) Biometrika , vol.85 , pp. 55-71
    • Sun, D.1    Berger, J.O.2
  • 43
    • 0742306390 scopus 로고    scopus 로고
    • Bayesian analysis of vector-autoregressive models with noninformative priors
    • Sun, D., and Ni, S. (2004), "Bayesian Analysis of Vector-Autoregressive Models With Noninformative Priors," Journal of Statistical Planning and Inference, 121, 291-309.
    • (2004) Journal of Statistical Planning and Inference , vol.121 , pp. 291-309
    • Sun, D.1    Ni, S.2
  • 44
    • 0042817448 scopus 로고
    • On the bayesian estimation analysis of multivariate regression
    • Tiao, G. C., and Zellner, A. (1964), "On the Bayesian Estimation Analysis of Multivariate Regression," Journal of Royal Statistical Society, Ser. B, 26, 389-399.
    • (1964) Journal of Royal Statistical Society, Ser. B , vol.26 , pp. 389-399
    • Tiao, G.C.1    Zellner, A.2
  • 45
    • 21844496542 scopus 로고
    • Estimation of a covariance matrix using the reference prior
    • Yang, R., and Berger, J. O. (1994), "Estimation of a Covariance Matrix Using the Reference Prior," The Annals of Statistics, 22, 1195-1211.
    • (1994) The Annals of Statistics , vol.22 , pp. 1195-1211
    • Yang, R.1    Berger, J.O.2
  • 47
    • 0000723104 scopus 로고
    • Bayesian and non-bayesian analysis of the regression model with multivariate student-t error terms
    • _ (1976), "Bayesian and Non-Bayesian Analysis of the Regression Model With Multivariate Student-t Error Terms," Journal of the American Statistical Association, 71, 400-405.
    • (1976) Journal of the American Statistical Association , vol.71 , pp. 400-405
  • 48
    • 84950930899 scopus 로고
    • Bayesian estimation and prediction using asymmetric loss functions
    • _ (1986), "Bayesian Estimation and Prediction Using Asymmetric Loss Functions," Journal of the American Statistical Association, 81, 446-451.
    • (1986) Journal of the American Statistical Association , vol.81 , pp. 446-451
  • 49
    • 38249025305 scopus 로고
    • Forecasting international growth rates using bayesian shrinkage and other procedures
    • Zellner, A., and Hong, C. (1989), "Forecasting International Growth Rates Using Bayesian Shrinkage and Other Procedures," Journal of Econometrics, 40, 183-202.
    • (1989) Journal of Econometrics , vol.40 , pp. 183-202
    • Zellner, A.1    Hong, C.2


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