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Volumn 12, Issue 1, 2008, Pages

Smooth transition autoregressive models - New approaches to the model selection problem

Author keywords

Heuristic optimization; Model specification; Regime switching models; Univariate time series modeling

Indexed keywords


EID: 42149149267     PISSN: 10811826     EISSN: 15583708     Source Type: Journal    
DOI: 10.2202/1558-3708.1469     Document Type: Article
Times cited : (22)

References (32)
  • 2
    • 0000315153 scopus 로고
    • Estimating the transition between two intersecting straight lines
    • Bacon, D. and D. Watts (1971): "Estimating the transition between two intersecting straight lines," Biometrika, 58, 525-534.
    • (1971) Biometrika , vol.58 , pp. 525-534
    • Bacon, D.1    Watts, D.2
  • 3
    • 4444310447 scopus 로고    scopus 로고
    • Fitting piecewise linear threshold autoregressive models by means of genetic algorithms
    • Baragona, R., F. Battaglia, and D. Cucina (2004) : "Fitting piecewise linear threshold autoregressive models by means of genetic algorithms," Computational Statistics & Data Analysis, 47, 277-295.
    • (2004) Computational Statistics & Data Analysis , vol.47 , pp. 277-295
    • Baragona, R.1    Battaglia, F.2    Cucina, D.3
  • 4
    • 0036403577 scopus 로고    scopus 로고
    • Maximum likelihood estimation of STAR and STAR-GARCH models: Theory and Monte Carlo evidence
    • Chan, F. and M. McAleer (2002): "Maximum likelihood estimation of STAR and STAR-GARCH models: Theory and Monte Carlo evidence," Journal of Applied Econometrics, 17, 509-534.
    • (2002) Journal of Applied Econometrics , vol.17 , pp. 509-534
    • Chan, F.1    McAleer, M.2
  • 5
    • 0042816490 scopus 로고    scopus 로고
    • Estimating smooth transition autoregressive models with GARCH errors in the presence of extreme observations and outliers
    • Chan, F. and M. McAleer (2003): "Estimating smooth transition autoregressive models with GARCH errors in the presence of extreme observations and outliers," Applied Financial Economics, 13, 581-592.
    • (2003) Applied Financial Economics , vol.13 , pp. 581-592
    • Chan, F.1    McAleer, M.2
  • 6
    • 0037401697 scopus 로고    scopus 로고
    • Discriminating between competing STAR models
    • Chen, Y.-T. (2003): "Discriminating between competing STAR models," Economics Letters, 79, 161-167.
    • (2003) Economics Letters , vol.79 , pp. 161-167
    • Chen, Y.-T.1
  • 7
    • 25144482720 scopus 로고
    • Threshold Accepting: A general purpose algorithm appearing superior to Simulated Annealing
    • Dueck, G. and T. Scheuer (1990): "Threshold Accepting: A general purpose algorithm appearing superior to Simulated Annealing," Journal of Computational Physics, 90, 161-175.
    • (1990) Journal of Computational Physics , vol.90 , pp. 161-175
    • Dueck, G.1    Scheuer, T.2
  • 8
    • 0002158185 scopus 로고    scopus 로고
    • Testing the adequacy of smooth transition autoregressive models
    • Eitrheim, O. and T. Teräsvirta (1996): "Testing the adequacy of smooth transition autoregressive models," Journal of Econometrics, 74, 59-76.
    • (1996) Journal of Econometrics , vol.74 , pp. 59-76
    • Eitrheim, O.1    Teräsvirta, T.2
  • 9
    • 1242302768 scopus 로고    scopus 로고
    • Improved testing and specification of smooth transition regression models
    • P. Rothman, ed, Norwell: Kluwer Academic Publishers
    • Escribano, A. and O. Jordá (1999): "Improved testing and specification of smooth transition regression models," in P. Rothman, ed., Nonlinear Time Series Analysis of Economic and Financial Data, Norwell: Kluwer Academic Publishers, 289-320.
    • (1999) Nonlinear Time Series Analysis of Economic and Financial Data , pp. 289-320
    • Escribano, A.1    Jordá, O.2
  • 11
    • 78651536970 scopus 로고    scopus 로고
    • Applications of heuristics in finance
    • forthcoming, D. Seese, C. Weinhardt, and F. Schlottmann, eds, Springer
    • Gilli, M., D. Maringer, and P. Winker (forthcoming): "Applications of heuristics in finance," in D. Seese, C. Weinhardt, and F. Schlottmann, eds., IT and Finance, Springer.
    • IT and Finance
    • Gilli, M.1    Maringer, D.2    Winker, P.3
  • 12
    • 0001342006 scopus 로고
    • A new approach to the economic analysis of nonstationary time series and the business cycle
    • Hamilton, J. (1989): "A new approach to the economic analysis of nonstationary time series and the business cycle," Econometrica, 57, 357-384.
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.1
  • 13
    • 26444479778 scopus 로고
    • Optimization by Simulated Annealing
    • Kirkpatrick, S., C. Gelatt, and M. Vecchi (1983): "Optimization by Simulated Annealing," Science, 220, 671-680.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.2    Vecchi, M.3
  • 17
    • 0003853519 scopus 로고
    • Differential Evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces,
    • Technical report, International Computer Science Institute, Berkeley
    • Storn, R. and K. Price (1995): "Differential Evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces," Technical report, International Computer Science Institute, Berkeley.
    • (1995)
    • Storn, R.1    Price, K.2
  • 18
    • 84923053681 scopus 로고
    • Specification, estimation, and evaluation of smooth transition autoregressive models
    • Teräsvirta, T. (1994): "Specification, estimation, and evaluation of smooth transition autoregressive models," Journal of the American Statistical Association, 89, 208-218.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 208-218
    • Teräsvirta, T.1
  • 19
    • 0003355455 scopus 로고    scopus 로고
    • Modelling economic relationships with smooth transition regressions
    • A. Ullah and D. Giles, eds, New York: Marcel Dekker
    • Teräsvirta, T. (1998): "Modelling economic relationships with smooth transition regressions," in A. Ullah and D. Giles, eds., Handbook of Applied Economic Statistics, New York: Marcel Dekker, 507-552.
    • (1998) Handbook of Applied Economic Statistics , pp. 507-552
    • Teräsvirta, T.1
  • 20
    • 42149159876 scopus 로고    scopus 로고
    • Univariate nonlinear time series models
    • K. Patterson and T. Mills, eds, New York: Palgrave Macmillan
    • Teräsvirta, T. (2006): "Univariate nonlinear time series models," in K. Patterson and T. Mills, eds., Palgrave Handbook of Econometrics, volume I, New York: Palgrave Macmillan, 396-424.
    • (2006) Palgrave Handbook of Econometrics , vol.1 , pp. 396-424
    • Teräsvirta, T.1
  • 21
    • 0002627237 scopus 로고
    • On a threshold model
    • C. Chen, ed, Amsterdam: Sijhoff and Noordoff
    • Tong, H. (1978) : "On a threshold model," in C. Chen, ed., Pattern Recognition and Signal Processing, Amsterdam: Sijhoff and Noordoff, 101-141.
    • (1978) Pattern Recognition and Signal Processing , pp. 101-141
    • Tong, H.1
  • 23
    • 0000003175 scopus 로고
    • Threshold autoregression, limit cycles and cyclical data
    • Tong, H. and K. Lim (1980): "Threshold autoregression, limit cycles and cyclical data," Journal of the Royal Statistical Society, B 42, 245-292.
    • (1980) Journal of the Royal Statistical Society, B , vol.42 , pp. 245-292
    • Tong, H.1    Lim, K.2
  • 24
    • 85045980281 scopus 로고    scopus 로고
    • Smooth transition autoregressive models - a survey of recent developments
    • van Dijk, D., T. Teräsvirta, and P. Franses (2002): "Smooth transition autoregressive models - a survey of recent developments," Econometric Reviews, 21, 1-47.
    • (2002) Econometric Reviews , vol.21 , pp. 1-47
    • van Dijk, D.1    Teräsvirta, T.2    Franses, P.3
  • 25
    • 4344714817 scopus 로고    scopus 로고
    • A comparative study of Differential Evolution, Particle Swarm Optimization, and evolutionary algorithms on numerical benchmark problems
    • Vesterstram, J. and R. Thomsen (2004): "A comparative study of Differential Evolution, Particle Swarm Optimization, and evolutionary algorithms on numerical benchmark problems," in Congress on Evolutionary Computation, 2004 - CEC2004, 1980-1987.
    • (2004) Congress on Evolutionary Computation , vol.CEC2004 , pp. 1980-1987
    • Vesterstram, J.1    Thomsen, R.2
  • 26
    • 0012195187 scopus 로고
    • Some asymptotic results for learning in single hidden layer feedforward network models
    • White, H. (1989): "Some asymptotic results for learning in single hidden layer feedforward network models," Journal of the American Statistical Association, 84, 1003-1013.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1003-1013
    • White, H.1
  • 28
    • 34548228692 scopus 로고    scopus 로고
    • Optimal lag structure selection in VEC-models
    • A. Welfe, ed, Amsterdam: Elsevier
    • Winker, P. and D. Maringer (2005): "Optimal lag structure selection in VEC-models," in A. Welfe, ed., New Directions in Macromodelling, Amsterdam: Elsevier, 213-234.
    • (2005) New Directions in Macromodelling , pp. 213-234
    • Winker, P.1    Maringer, D.2
  • 29
    • 42149166510 scopus 로고    scopus 로고
    • The convergence of optimization based GARCH estimators: Theory and application, in A. Rizzi and M. Vichi, eds
    • Physica, 483-494
    • Winker, P. and D. Maringer (2006): "The convergence of optimization based GARCH estimators: Theory and application," in A. Rizzi and M. Vichi, eds., Proceedings in Computational Statistics 2006, Physica, 483-494.
    • (2006) Proceedings in Computational Statistics 2006
    • Winker, P.1    Maringer, D.2
  • 30
    • 34548266359 scopus 로고    scopus 로고
    • The Threshold Acceptance optimisation algorithm in economics and statistics
    • E. J. Kontoghiorghes and C. Gatu, eds, Springer
    • Winker, P. and D. Maringer (2007): "The Threshold Acceptance optimisation algorithm in economics and statistics," in E. J. Kontoghiorghes and C. Gatu, eds., Optimisation, Econometric and Financial Analysis, Springer, 107-125.
    • (2007) Optimisation, Econometric and Financial Analysis , pp. 107-125
    • Winker, P.1    Maringer, D.2
  • 31
    • 70350103507 scopus 로고
    • Estimation and inference for dependent processes
    • R. Engle and D. McFadden, eds, Amsterdam: Elsevier Science
    • Wooldridge, J. (1994) : "Estimation and inference for dependent processes," in R. Engle and D. McFadden, eds., Handbook of Econometrics, volume IV, Amsterdam: Elsevier Science, 2639-2738.
    • (1994) Handbook of Econometrics , vol.4 , pp. 2639-2738
    • Wooldridge, J.1
  • 32
    • 0037185691 scopus 로고    scopus 로고
    • Using genetic algorithms to parameters (d,r) estimation for threshold autoregressive models
    • Wu, B. and C.-L. Chang (2002): "Using genetic algorithms to parameters (d,r) estimation for threshold autoregressive models," Computational Statistics & Data Analysis, 38, 315-330.
    • (2002) Computational Statistics & Data Analysis , vol.38 , pp. 315-330
    • Wu, B.1    Chang, C.-L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.