Exact multivariate tests of asset pricing models with stable asymmetric distributions

Numerical Methods in Finance

Volumn , Issue , 2005, Pages 173-191

  Beaulieu, Marie Claude ^a   Dufour, Jean Marie ^a   Khalaf, Lynda ^a  

^a UNIVERSITÉ LAVAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 34547576145     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/0-387-25118-9_9     Document Type: Chapter

References (68)

1. Adler, R., Feldman, R., and Taqqu, M. S., eds. (2000). A Practical Guide to Heavy Tails: Statistical Techniques for Analyzing Heavy Tailed Distributions. Birkaiiser, Boston.
2. Allingham, M. (1991). Existence theorems in the capital asset pricing model. Econometrica, 59:1169-1174.
3. Anderson, T. W. (1984). An Introduction to Multivariate Statistical Analysis, 2nd edition. John Wiley & Sons, New York.
4. Baillie, R. and Bollerslev, T. (1989). The message in daily exchange rates: A conditional variance tale. Journal of Business and Economic Statistics, 7:297-305.
5. Barnard, G. A. (1963). Comment on "The spectral analysis of point processes" by M. S. Bartlett. Journal of the Royal Statistical Society, Series B, 25:294.
6. Barone-Adesi, G. (1985). Arbitrage equilibrium with skewed asset returns, Journal of Financial and Quantitative Analysis, 20(3):299-313.
7. Barone-Adesi, G., Gagliardini, P., and Urga, G. (2004a). A test of the homogeneity hypothesis on asset pricing models. In: E. Jurczenkoand B. Maillett (eds.), Multi-Moment CAPM and Related Topics. Springer-Verlag, Berlin.
8. Barone-Adesi, G., Gagliardini, P., and Urga, G. (2004b). Testing asset pricing models with coskewness. Forthcoming in Journal of Business and Economic Statistics.
9. Beaulieu, M.-C. (1998). Time to maturity in the basis of stock market indices: Evidence from the S&P 500 and the MMI. Journal of Empirical Finance, 5:177-195.
10. Beaulieu, M.-C., Dufour, J.-M., and Khalaf, L. (2004). Multivariate Tests of Mean-Variance Efficiency with Possibly Non-Gaussian Errors: An Exact Simulation-Based Approach. Working paper, Département d'économique, Université Laval, and CIREQ, Université de Montréal.
11. Berk, J. B. (1997). Necessary conditions for the CAPM. Journal of Economic Theory, 73:245-257.
12. Breeden, D. T., Gibbons, M., and Litzenberger, R. H. (1989). Empirical tests of the consumption based CAPM. Journal of Finance, 44; 231-262.
13. Cambanis, S., Samorodnitsky, G., and Taqqu, M. S., eds. (1991). Stable Processes and Related Topics: A Selection of Papers from MSI Workshop. Birkhaüser, Boston.
14. Campbell, J. Y., Lo, A. W., and MacKinlay, A. C. (1997). The Econometrics of Financial Markets. Princeton University Press, Princeton.
15. Chamberlain, G. (1983). A characterization of the distributions that imply mean-variance utility functions. Journal of Economic Theory, 29:185-201.
16. Chambers, J. M., Mallows, C. L., and Stuck, B. W. (1976). A method for simulating stable random variables. Journal of the American Statistical Association, 71:340-344.
17. Correction, 82:704, 83:581.
18. Dachraoui, K. and Dionne, G. (2003). Conditions Ensuring the Separability of Asset Demand by all Risk Averse Investors. Working paper, Risk Management Chair, HEC Montréal, Canada.
19. Dufour, J.-M. (1990). Exact tests and confidence sets in linear regressions with autocorrelated errors. Econometrica, 58:475-494.
20. Dufour, J.-M. (1997). Some impossibility theorems in econometrics, with applications to structural and dynamic models. Econometrica, 65:1365-1389.
21. Dufour, J.-M. (2002). Monte Carlo tests with nuisance parameters: A general approach to finite-sample inference and nonstandard asymptotics in econometrics. Forthcoming in Journal of Econometrics.
22. Dufour, J.-M. (2003). Identification, weak instruments and statistical inference in econometrics. Canadian Journal of Economics, 36(4):767-808.
23. Dufour, J.-M., Farhat, A., Gardiol, L., and Khalaf, L. (1998a). Simulation-based finite sample normality tests in linear regressions. The Econometrics Journal, 1:154-173.
24. Dufour, J.-M., Hallin, M., and Mizera, I. (1998b). Generalized runs tests for heteroskedastic time series. Journal of Nonpara, metric Statistics, 9:39-86.
25. Dufour, J.-M. and Khalaf, L. (2001). Monte Carlo test methods in econometrics. In: B. Baltagi (ed.), Companion to Theoretical Econometrics, pp. 494-519. Blackwell Companions to Contemporary Economics, Basil Blackwell, Oxford.
26. Dufour, J.-M. and Khalaf, L. (2002a). Exact tests for contemporaneous correlation of disturbances in seemingly unrelated regressions. Journal of Econometrics, 106(1):143-170.
27. Dufour, J.-M. and Khalaf, L. (2002b). Simulation based finite and large sample tests in multivariate regressions. Journal of Econometrics, 111(2):303-322.
28. Dufour, J.-M. and Khalaf, L. (2003). Finite sample tests in seemingly unrelated regressions, In: D. E. A. Giles (ed.), Computer-Aided Econometric, pp. 11-35. Marcel Dekker, New York.
29. Dufour, J.-M., Khalaf, L. and Beaulieu, M.-C. (2003). Exact skewness-kurtosis tests for multivariate normality and goodness-of-fit in multivariate regressions with application to asset pricing models. Oxford Bulletin of Economics and Statistics, 65:891-906.
30. Dufour, J.-M., Khalaf, L., Bernard, J.-T., and Genest, I. (2004). Simulation-based finite-sample tests for heteroskedasticity and ARCH effects. Journal of Econometrics, 122(2):317-347.
31. Dufour, J.-M. and Kiviet, J. F. (1996). Exact tests for structural change in first-order dynamic models. Journal of Econometrics 70:39-68.
32. Dufour, J.-M. and Kiviet, J. F. (1998). Exact inference methods for firstorder autoregressive distributed lag models. Econometrica, 66:79-104.
33. Dwass, M. (1957). Modified randomization tests for nonparametric hypotheses. Annals of Mathematical Statistics, 28:181-187.
34. Embrechts, R, Kliippelberg, C. and Mikosch, T. (1997). Modelling Extremal Events for Insurance and Finance. Springer-Verlag, Berlin.
35. Fama, E. F. (1965). The behaviour of stock prices. Journal of Business, 60:401-424.
36. Fama, E. F. and French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33:3-56.
37. Fama, E. F. and French, K. R. (1995). Size and book-to-market factors in earnings and returns. The Journal of Finance, 50:131-155.
38. Fama, E. F. and French, K. R. (2003). The CAPM: Theory and Evidence. Working paper, Center for Research in Security Prices, The University of Chicago, Chicago, and Amos Tuck School of Business, Dartmouth College, Hanover, NH.
39. Gibbons, M. R., Ross, S. A., and Shanken, J. (1989). A test of the efficiency of a given portfolio. Econometrica, 57:1121-1152.
40. Harvey, C. R. and Siddique, A. (2000). Conditional skewness in asset pricing tests. The Journal of Finance, 55:1263-1295.
41. Hodgson, D. J., Linton, O., and Vorkink, K. (2002). Testing the capital asset pricing model efficiently under elliptical symmetry: A semipara-metric approach. Journal of Applied Econometrics, 17; 617-639.
42. Hodgson, D. J. and Vorkink, K. (2003). Efficient estimation of conditional asset pricing models. Journal of Business and Economic Statistics, 21:269-283.
43. Ibragimov, I. A. and Linnik, Y. V. (1975). Independent and Stationary Sequences of Random Variables. Wolters-Nordhoff, Groningen.
44. Ingersoll, J. (1987). Theory of Financial Decision Making. Rowman & Littlefield, NJ.
45. Jobson, J. D. and Korkie, B. (1989). A performance interpretation of multivariate tests of asset set intersection, spanning, and mean-variance efficiency. Journal of Financial and Quantitative Analysis, 24:185-204.
46. Kiviet, J. F. and Dufour, J.-M. (1997). Exact tests in single equation autoregressive distributed lag models. Journal of Econometrics, 80:325-353.
47. Kraus, A. and Litzenberger, R. (1976). Skewness preference and the valuation of risk assets. Journal of Finance, 31:1085-1100.
48. Lehmann, E. L. (1986). Testing Statistical Hypotheses, 2nd edition. John Wiley & Sons, New York.
49. Li, H. and Maddala, G. S. (1996). Bootstrapping time series models. Econometric Reviews, 15:115-158.
50. MacKinlay, A. C. (1987). On multivariate tests of the Capital Asset Pricing Model. Journal of Financial Economics, 18:341-372.
51. Mandelbrot, B. (1963). The variation of certain speculative prices. Journal of Business, 36:394-419.
52. Mardia, K. V. (1970). Measures of multivariate skewness and kurtosis with applications. Biometrika, 57:519-530.
53. Meerschaert, M. M. and Scheffler, H.-P. (2001). Limit Distributions for Sums of Independent Random Vectors: Heavy Tails in Theory and Practice. John Wiley & Sons, New York.
54. Mittnik, S., Paolella, M. and Rachev, S. (2000). Stable paretian modeling in finance: Some empirical and theoretical aspects. In Adler et al. (2000).
55. Nielsen, L. T. (1990). Existence of equilibrium in CAPM. Journal of Economic Theory 52:223-231.
56. Rachev, S., Kim, J.-R., and Mittnik, S. (1999a). Stable paretian econometrics, Part I. The Mathematical Scientist 24:24-55.
57. Rachev, S., Kim, J.-R., and Mittnik, S. (1999b). Stable paretian econometrics. Part II. The Mathematical Scientist, 24:113-127.
58. Rachev, S. and Mittnik, S. (2000). Stable Paretian Models in Finance. John Wiley & Sons, New York.
59. Rao, C. R. (1973). Linear Statistical Inference and its Applications, 2nd edition. John Wiley & Sons, New York.
60. Ross, S. A. (1978). Mutual fund separation in financial theory - The separating distributions. Journal of Economic Theory, 17:254-286.
61. Samorodnitsky, G. and Taqqu, M. S. (1994). Stable Non-Gaussian Random Processes: Stochastic Models with Infinite Variance. Chapman & Hall, New York.
62. Samuelson, P. (1967). On multivariate tests of the Capital Asset Pricing Model. Journal of Financial and Quantitative Analysis, 2:107-122.
63. Shanken, J. (1996). Statistical methods in tests of portfolio efficiency: A synthesis. In: G. S. Maddala and C. R. Rao (eds.), Handbook of Statistics 14: Statistical Methods in Finance, pp. 693-711. North-Holland, Amsterdam.
64. Stewart, K. G. (1997). Exact testing in multivariate regression. Econometric Reviews, 16:321-352.
65. Uchaikin, V. V. and Zolotarev, V. M. (1999). Chance and Stability. Stable Distributions and Their Applications. VSP, Zeist, The Netherlands.
66. Vorkink, K. (2003). Return distributions and improved tests of asset pricing models. The Review of Financial Studies, 16(3):845-874.
67. Weron, R. (1996). On the Chambers-Mallows-Stuck method for simulating skewed stable random variables. Statistics and Probability Letters, 28:165-171.
68. Zolotarev, V. M. (1986). One-Dimensional Stable Distributions. Vol. 65 of Translations of Mathematical Monographs, American Mathematical Society, Providence, RI.