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Volumn 50, Issue 11, 2006, Pages 3343-3353

On simulating multivariate non-normal distributions from the generalized lambda distribution

Author keywords

Correlated data; Generalized lambda distribution; Moments; Simulation

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; ALGORITHMS; COMPUTATIONAL COMPLEXITY; FORTRAN (PROGRAMMING LANGUAGE); MONTE CARLO METHODS;

EID: 33646726942     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2005.06.010     Document Type: Article
Times cited : (23)

References (30)
  • 1
    • 21844489509 scopus 로고
    • Calculating normal probabilities
    • Bagby R.J. Calculating normal probabilities. Amer. Math. Monthly 102 (1995) 46-49
    • (1995) Amer. Math. Monthly , vol.102 , pp. 46-49
    • Bagby, R.J.1
  • 3
    • 0004033711 scopus 로고
    • IBM, Boca Raton, FL
    • Blair R.C. RANGEN (1987), IBM, Boca Raton, FL
    • (1987) RANGEN
    • Blair, R.C.1
  • 4
    • 0041167373 scopus 로고
    • Multivariate simulation with DATASIM: the Mihal and Barrett study
    • Bradley D.R. Multivariate simulation with DATASIM: the Mihal and Barrett study. Behavioral Res. Methods Instrum. Comput. 25 (1993) 148-163
    • (1993) Behavioral Res. Methods Instrum. Comput. , vol.25 , pp. 148-163
    • Bradley, D.R.1
  • 5
    • 0011098706 scopus 로고
    • Generating multivariate data from nonnormal distributions: Mihal and Barrett revisited
    • Bradley D.R., and Fleisher C.L. Generating multivariate data from nonnormal distributions: Mihal and Barrett revisited. Behavioral Res. Methods Instrum. Comput. 26 (1994) 156-166
    • (1994) Behavioral Res. Methods Instrum. Comput. , vol.26 , pp. 156-166
    • Bradley, D.R.1    Fleisher, C.L.2
  • 6
    • 0035589068 scopus 로고    scopus 로고
    • Option pricing based on the generalized lambda distribution
    • Corrado C.J. Option pricing based on the generalized lambda distribution. J. Future Markets 21 (2001) 213-236
    • (2001) J. Future Markets , vol.21 , pp. 213-236
    • Corrado, C.J.1
  • 7
    • 33646741934 scopus 로고    scopus 로고
    • Delaney, H.D., Vargha, A., 2000. The effect on non-normality on Student's two-sample t-test. Paper presented at the Annual Meeting of the American Educational Research Association, New Orleans.
  • 9
    • 0033273383 scopus 로고    scopus 로고
    • The role of statistics in IS/IT: practical gains from mined data
    • Dudewicz E.J., and Karian Z.A. The role of statistics in IS/IT: practical gains from mined data. Inform. Systems Frontiers 1 (1999) 259-266
    • (1999) Inform. Systems Frontiers , vol.1 , pp. 259-266
    • Dudewicz, E.J.1    Karian, Z.A.2
  • 10
    • 34250283902 scopus 로고
    • A method for simulating nonnormal distributions
    • Fleishman A.I. A method for simulating nonnormal distributions. Psychometrika 43 (1978) 521-532
    • (1978) Psychometrika , vol.43 , pp. 521-532
    • Fleishman, A.I.1
  • 11
    • 84984732394 scopus 로고    scopus 로고
    • Are more suppliers better?: generalizing the Gau and Ganeshan procedure
    • Ganeshan R. Are more suppliers better?: generalizing the Gau and Ganeshan procedure. J. Oper. Res. Soc. 52 (2001) 122-123
    • (2001) J. Oper. Res. Soc. , vol.52 , pp. 122-123
    • Ganeshan, R.1
  • 12
    • 0037191022 scopus 로고    scopus 로고
    • Fast fifth-order polynomial transforms for generating univariate and multivariate nonnormal distributions
    • Headrick T.C. Fast fifth-order polynomial transforms for generating univariate and multivariate nonnormal distributions. Comput. Statist. Data Anal. 40 (2002) 685-711
    • (2002) Comput. Statist. Data Anal. , vol.40 , pp. 685-711
    • Headrick, T.C.1
  • 13
    • 1642366245 scopus 로고    scopus 로고
    • A method for simulating correlated non-normal systems of linear statistical equations
    • Headrick T.C., and Beasley T.M. A method for simulating correlated non-normal systems of linear statistical equations. Comm. Statist.: Simulation Comput. 33 (2004) 19-33
    • (2004) Comm. Statist.: Simulation Comput. , vol.33 , pp. 19-33
    • Headrick, T.C.1    Beasley, T.M.2
  • 14
    • 0033095630 scopus 로고    scopus 로고
    • Simulating correlated multivariate nonnormal distributions: extending the Fleishman power method
    • Headrick T.C., and Sawilowsky S.S. Simulating correlated multivariate nonnormal distributions: extending the Fleishman power method. Psychometrika 64 (1999) 25-35
    • (1999) Psychometrika , vol.64 , pp. 25-35
    • Headrick, T.C.1    Sawilowsky, S.S.2
  • 16
    • 0000886652 scopus 로고    scopus 로고
    • The extended generalized lambda distribution system for fitting distributions to data: history, completion of theory, tables applications, the "final word" on moments fits
    • Karian Z.A., Dudewicz E.J., and McDonald P. The extended generalized lambda distribution system for fitting distributions to data: history, completion of theory, tables applications, the "final word" on moments fits. Comm. Statist.: Simulation Comput. 25 (1996) 611-642
    • (1996) Comm. Statist.: Simulation Comput. , vol.25 , pp. 611-642
    • Karian, Z.A.1    Dudewicz, E.J.2    McDonald, P.3
  • 17
    • 33646747571 scopus 로고    scopus 로고
    • Karvanen, J., 2003. Generation of correlated non-Gaussian random variables from independent components. Paper presented at the fourth International Symposium on Independent Component Analysis and Blind Signal Separation, Nara, Japan.
  • 18
    • 33646720254 scopus 로고    scopus 로고
    • Kotz, S., Balakrishnan, N., Johnson, N.L., 2000. Continuous Multivariate Distributions, second ed. Wiley, New York.
  • 19
    • 58149368765 scopus 로고
    • The unicorn the normal curve and other improbable creatures
    • Micceri T. The unicorn the normal curve and other improbable creatures. Psychological Bull. 105 (1989) 156-166
    • (1989) Psychological Bull. , vol.105 , pp. 156-166
    • Micceri, T.1
  • 20
    • 33646722623 scopus 로고    scopus 로고
    • Minitab, 2000. Minitab for Windows, Release 13.3. Minitab, Inc., State College, PA.
  • 21
    • 33646736080 scopus 로고    scopus 로고
    • A comparative study on adaptive neural network algorithms for independent component analysis
    • Mutihac R., and Van Hulle M.M. A comparative study on adaptive neural network algorithms for independent component analysis. Romanian Rep. Phys. 55 (2003) 43-47
    • (2003) Romanian Rep. Phys. , vol.55 , pp. 43-47
    • Mutihac, R.1    Van Hulle, M.M.2
  • 22
    • 33646725258 scopus 로고    scopus 로고
    • Pearson, K., 1907. Mathematical contributions to the theory of evolution. XVI. On further methods of determining correlation. Draper's Research Memoirs, Biometric Series IV, Cambridge University Press, Cambridge.
  • 23
    • 0015434874 scopus 로고
    • An approximate method for generating symmetric random variables
    • Ramberg J.S., and Schmeiser B.W. An approximate method for generating symmetric random variables. Comm. ACM 15 (1972) 987-990
    • (1972) Comm. ACM , vol.15 , pp. 987-990
    • Ramberg, J.S.1    Schmeiser, B.W.2
  • 24
    • 0016027796 scopus 로고
    • An approximate method for generating asymmetric random variables
    • Ramberg J.S., and Schmeiser B.W. An approximate method for generating asymmetric random variables. Comm. ACM 17 (1974) 78-82
    • (1974) Comm. ACM , vol.17 , pp. 78-82
    • Ramberg, J.S.1    Schmeiser, B.W.2
  • 26
    • 0036056570 scopus 로고    scopus 로고
    • Generating non-normal data for simulation of structural equation models using Mattson's method
    • Reinartz W.J., Echambadi R., and Chin W.W. Generating non-normal data for simulation of structural equation models using Mattson's method. Multivariate Behavioral Res. 37 (2002) 227-244
    • (2002) Multivariate Behavioral Res. , vol.37 , pp. 227-244
    • Reinartz, W.J.1    Echambadi, R.2    Chin, W.W.3
  • 27
    • 11944273917 scopus 로고    scopus 로고
    • Sawilowsky, S.S., Blair, R.C., 1992. A more realistic look at the robustness of the Type II error properties of the t-test to departures from population normality. Psychological Bull. 111, 352-360.
  • 28
    • 33646716812 scopus 로고    scopus 로고
    • Tukey, J.W., 1960. The practical relationship between the common transformations of percentages of counts and of amounts. Technical Report 36, Statistical Techniques Research Group, Princeton University.
  • 29
    • 0842272144 scopus 로고
    • Simulating multivariate nonnormal distributions
    • Vale C.D., and Maurelli V.A. Simulating multivariate nonnormal distributions. Psychometrika 48 (1983) 465-471
    • (1983) Psychometrika , vol.48 , pp. 465-471
    • Vale, C.D.1    Maurelli, V.A.2
  • 30
    • 33646717490 scopus 로고    scopus 로고
    • Wolfram, S., 2003. The Mathematica Book, fifth ed. Wolfram Media.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.