메뉴 건너뛰기




Volumn 11, Issue 3, 2011, Pages 351-364

Identifying small mean-reverting portfolios

Author keywords

Derivatives hedging; Derivatives pricing; Derivatives risk management; Derivatives securities

Indexed keywords


EID: 79951626627     PISSN: 14697688     EISSN: 14697696     Source Type: Journal    
DOI: 10.1080/14697688.2010.481634     Document Type: Article
Times cited : (60)

References (38)
  • 1
  • 3
    • 41549101939 scopus 로고    scopus 로고
    • Model selection through sparse maximum likelihood estimation
    • Banerjee, O., Ghaoui, L.E. and d'Aspremont, A., Model selection through sparse maximum likelihood estimation. J. Mach. Learn. Res, 2007, 9, 485-516.
    • (2007) J. Mach. Learn. Res , vol.9 , pp. 485-516
    • Banerjee, O.1    Ghaoui, L.E.2    d'Aspremont, A.3
  • 4
    • 0012871712 scopus 로고
    • Comparison of Box-Tiao and Johansen canonical estimators of cointegrating vectors in VEC (1) models
    • Bewley, R., Orden, D., Yang, M. and Fisher, L., Comparison of Box-Tiao and Johansen canonical estimators of cointegrating vectors in VEC (1) models. J. Econometr., 1994, 64, 3-27.
    • (1994) J. Econometr. , vol.64 , pp. 3-27
    • Bewley, R.1    Orden, D.2    Yang, M.3    Fisher, L.4
  • 5
    • 0017656033 scopus 로고
    • A canonical analysis of multiple time series
    • Box, G.E. and Tiao, G.C., A canonical analysis of multiple time series. Biometrika, 1977, 64(2), 355-365.
    • (1977) Biometrika , vol.64 , Issue.2 , pp. 355-365
    • Box, G.E.1    Tiao, G.C.2
  • 6
    • 0002252076 scopus 로고    scopus 로고
    • Consumption and portfolio decisions when expected returns are time varying
    • Campbell, J. and Viceira, L., Consumption and portfolio decisions when expected returns are time varying. Q. J. Econ., 1999, 114(2), 433-495.
    • (1999) Q. J. Econ. , vol.114 , Issue.2 , pp. 433-495
    • Campbell, J.1    Viceira, L.2
  • 7
    • 29144439194 scopus 로고    scopus 로고
    • Decoding by linear programming
    • Candès, E.J. and Tao, T., Decoding by linear programming. Inform. Theory, IEEE Trans., 2005, 51(12), 4203-4215.
    • (2005) Inform. Theory, IEEE Trans. , vol.51 , Issue.12 , pp. 4203-4215
    • Candès, E.J.1    Tao, T.2
  • 8
    • 34548275795 scopus 로고    scopus 로고
    • The Dantzig selector: Statistical estimation when p is much larger than n
    • Candes, E. and Tao, T., The Dantzig selector: Statistical estimation when p is much larger than n. Ann. Statist., 2007, 35(6), 2313-2351.
    • (2007) Ann. Statist. , vol.35 , Issue.6 , pp. 2313-2351
    • Candes, E.1    Tao, T.2
  • 9
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • Chen, S., Donoho, D. and Saunders, M., Atomic decomposition by basis pursuit. SIAM Rev., 2001, 43(1), 129-159.
    • (2001) SIAM Rev. , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.1    Donoho, D.2    Saunders, M.3
  • 11
    • 34548514458 scopus 로고    scopus 로고
    • A direct formulation for sparse PCA using semidefinite programming
    • d'Aspremont, A., El Ghaoui, L., Jordan, M. and Lanckriet, G.R.G., A direct formulation for sparse PCA using semidefinite programming. SIAM Rev., 2007, 49(3), 434-448.
    • (2007) SIAM Rev. , vol.49 , Issue.3 , pp. 434-448
    • d'Aspremont, A.1    El Ghaoui, L.2    Jordan, M.3    Lanckriet, G.R.G.4
  • 12
    • 0001038826 scopus 로고
    • Covariance selection
    • Dempster, A., Covariance selection. Biometrics, 1972, 28, 157-175.
    • (1972) Biometrics , vol.28 , pp. 157-175
    • Dempster, A.1
  • 13
    • 85036258669 scopus 로고
    • Distribution of the estimators for autoregressive time series with a unit root
    • Dickey, D. and Fuller, W., Distribution of the estimators for autoregressive time series with a unit root. J. Am. Statist. Assoc., 1979, 74(366), 427-431.
    • (1979) J. Am. Statist. Assoc. , vol.74 , Issue.366 , pp. 427-431
    • Dickey, D.1    Fuller, W.2
  • 14
    • 22144488449 scopus 로고    scopus 로고
    • Sparse nonnegative solutions of underdetermined linear equations by linear programming
    • Donoho, D.L. and Tanner, J., Sparse nonnegative solutions of underdetermined linear equations by linear programming. Proc. Natn Acad. Sci., 2005, 102(27), 9446-9451.
    • (2005) Proc. Natn Acad. Sci. , vol.102 , Issue.27 , pp. 9446-9451
    • Donoho, D.L.1    Tanner, J.2
  • 15
    • 0000013567 scopus 로고
    • Cointegration and error correction: Representation, estimation and testing
    • Engle, R. and Granger, C., Cointegration and error correction: Representation, estimation and testing. Econometrica, 1987, 55(2), 251-276.
    • (1987) Econometrica , vol.55 , Issue.2 , pp. 251-276
    • Engle, R.1    Granger, C.2
  • 16
    • 84936823605 scopus 로고
    • Permanent and temporary components of stock prices
    • Fama, E. and French, K., Permanent and temporary components of stock prices. J. Polit. Econ., 1988, 96(2), 246-273.
    • (1988) J. Polit. Econ. , vol.96 , Issue.2 , pp. 246-273
    • Fama, E.1    French, K.2
  • 17
    • 0034853839 scopus 로고    scopus 로고
    • A rank minimization heuristic with application to minimum order system approximation
    • in
    • Fazel, M., Hindi, H. and Boyd, S., A rank minimization heuristic with application to minimum order system approximation, in Proc. Am. Control Conf., 6, pp. 4734-4739.
    • Proc. Am. Control Conf. , vol.6 , pp. 4734-4739
    • Fazel, M.1    Hindi, H.2    Boyd, S.3
  • 19
    • 33747892179 scopus 로고    scopus 로고
    • Pairs trading: Performance of a relative-value arbitrage rule
    • Gatev, E., Goetzmann, W. and Rouwenhorst, K., Pairs trading: Performance of a relative-value arbitrage rule. Rev. Financial Stud., 2006, 19(3), 797.
    • (2006) Rev. Financial Stud. , vol.19 , Issue.3 , pp. 797
    • Gatev, E.1    Goetzmann, W.2    Rouwenhorst, K.3
  • 20
    • 21344476775 scopus 로고
    • Predicting structure in sparse matrix computations
    • Gilbert, J., Predicting structure in sparse matrix computations. SIAM J. Matrix Anal. Applic., 1994, 15(1), 62-79.
    • (1994) SIAM J. Matrix Anal. Applic. , vol.15 , Issue.1 , pp. 62-79
    • Gilbert, J.1
  • 21
    • 0001627544 scopus 로고
    • Optimal dynamic trading with leverage constraints
    • Grossman, S. and Vila, J., Optimal dynamic trading with leverage constraints. J. Financial Quant. Anal., 1992, 27(2), 151-168.
    • (1992) J. Financial Quant. Anal. , vol.27 , Issue.2 , pp. 151-168
    • Grossman, S.1    Vila, J.2
  • 22
    • 0345510809 scopus 로고
    • Statistical analysis of cointegration vectors
    • Johansen, S., Statistical analysis of cointegration vectors. J. Econ. Dynam. Control, 1988, 12(2/3), 231-254.
    • (1988) J. Econ. Dynam. Control , vol.12 , Issue.2-3 , pp. 231-254
    • Johansen, S.1
  • 23
    • 0000158117 scopus 로고
    • Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models
    • Johansen, S., Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica, 1991, 59(6), 1551-1580.
    • (1991) Econometrica , vol.59 , Issue.6 , pp. 1551-1580
    • Johansen, S.1
  • 25
    • 0347771648 scopus 로고    scopus 로고
    • Dynamic nonmyopic portfolio behavior
    • Kim, T. and Omberg, E., Dynamic nonmyopic portfolio behavior. Rev. Financial Stud., 1996, 9(1), 141-161.
    • (1996) Rev. Financial Stud. , vol.9 , Issue.1 , pp. 141-161
    • Kim, T.1    Omberg, E.2
  • 27
    • 4344650887 scopus 로고    scopus 로고
    • Losing money on arbitrage: Optimal dynamic portfolio choice in markets with arbitrage opportunities
    • Liu, J. and Longstaff, F., Losing money on arbitrage: Optimal dynamic portfolio choice in markets with arbitrage opportunities. Rev. Financial Stud., 2004, 17(3), 611-641.
    • (2004) Rev. Financial Stud. , vol.17 , Issue.3 , pp. 611-641
    • Liu, J.1    Longstaff, F.2
  • 28
    • 65349193793 scopus 로고    scopus 로고
    • Lasso-type recovery of sparse representations for highdimensional data
    • Meinshausen, N. and Yu, B., Lasso-type recovery of sparse representations for highdimensional data. Ann. Statist., 2009, 37(1), 246-270.
    • (2009) Ann. Statist. , vol.37 , Issue.1 , pp. 246-270
    • Meinshausen, N.1    Yu, B.2
  • 29
    • 0029291966 scopus 로고
    • Sparse approximate solutions to linear systems
    • Natarajan, B.K., Sparse approximate solutions to linear systems. SIAM J. Comput., 1995, 24(2), 227-234.
    • (1995) SIAM J. Comput. , vol.24 , Issue.2 , pp. 227-234
    • Natarajan, B.K.1
  • 30
    • 0002158052 scopus 로고
    • Mean reversion in stock prices: Evidence and implications
    • Poterba, J.M. and Summers, L.H., Mean reversion in stock prices: Evidence and implications. J. Financial Econ., 1988, 22(1), 27-59.
    • (1988) J. Financial Econ. , vol.22 , Issue.1 , pp. 27-59
    • Poterba, J.M.1    Summers, L.H.2
  • 31
    • 77949372953 scopus 로고    scopus 로고
    • Sparse permutation invariant covariance estimation
    • Department of Statistics, University of Michigan
    • Rothman, A., Bickel, P., Levina, E. and Zhu, J., Sparse permutation invariant covariance estimation. Technical Report 467, Department of Statistics, University of Michigan, 2007.
    • (2007) Technical Report 467
    • Rothman, A.1    Bickel, P.2    Levina, E.3    Zhu, J.4
  • 32
    • 0033296299 scopus 로고    scopus 로고
    • Using SEDUMI 1.0x, a MATLAB toolbox for optimization over symmetric cones
    • Sturm, J., Using SEDUMI 1.0x, a MATLAB toolbox for optimization over symmetric cones. Optimiz. Meth. Software, 1999, 11, 625-653.
    • (1999) Optimiz. Meth. Software , vol.11 , pp. 625-653
    • Sturm, J.1
  • 33
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the LASSO
    • Tibshirani, R., Regression shrinkage and selection via the LASSO. J. R. Statist. Soc. Ser. B, 1996, 58(1), 267-288.
    • (1996) J. R. Statist. Soc. Ser. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 34
    • 0033295027 scopus 로고    scopus 로고
    • SDPT3 - A MATLAB software package for semidefinite programming
    • Toh, K.C., Todd, M.J. and Tutuncu, R.H., SDPT3 - A MATLAB software package for semidefinite programming. Optimiz. Meth. Software, 1999, 11, 545-581.
    • (1999) Optimiz. Meth. Software , vol.11 , pp. 545-581
    • Toh, K.C.1    Todd, M.J.2    Tutuncu, R.H.3
  • 35
    • 0036003373 scopus 로고    scopus 로고
    • Portfolio and consumption decisions under meanreverting returns: An exact solution for complete markets
    • Wachter, J., Portfolio and consumption decisions under meanreverting returns: An exact solution for complete markets. J. Financial Quant. Anal., 2002, 37(1), 63-91.
    • (2002) J. Financial Quant. Anal. , vol.37 , Issue.1 , pp. 63-91
    • Wachter, J.1
  • 36
    • 0001602707 scopus 로고
    • Linear recursive equations, covariance selection, and path analysis
    • Wermuth, N., Linear recursive equations, covariance selection, and path analysis. J. Am. Statist. Assoc., 1980, 75(372), 963-972.
    • (1980) J. Am. Statist. Assoc. , vol.75 , Issue.372 , pp. 963-972
    • Wermuth, N.1
  • 37
    • 0035511177 scopus 로고    scopus 로고
    • Convergence trading with wealth effects: An amplification mechanism in financial markets
    • Xiong, W., Convergence trading with wealth effects: An amplification mechanism in financial markets. J. Financial Econ., 2001, 62(2), 247-292.
    • (2001) J. Financial Econ. , vol.62 , Issue.2 , pp. 247-292
    • Xiong, W.1
  • 38
    • 33947115409 scopus 로고    scopus 로고
    • Model selection and estimation in the Gaussian graphical model
    • Yuan, M. and Lin, Y., Model selection and estimation in the Gaussian graphical model. Biometrika, 2007, 94(1), 19-35.
    • (2007) Biometrika , vol.94 , Issue.1 , pp. 19-35
    • Yuan, M.1    Lin, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.