메뉴 건너뛰기




Volumn 3, Issue 3, 1996, Pages 266-289

On estimating finite mixtures of multivariate regression and simultaneous equation models

Author keywords

[No Author keywords available]

Indexed keywords


EID: 0009200509     PISSN: 10705511     EISSN: None     Source Type: Journal    
DOI: 10.1080/10705519609540044     Document Type: Article
Times cited : (27)

References (68)
  • 3
    • 0016355478 scopus 로고
    • A new look at statistical model identification
    • Akaike, H. (1974). A new look at statistical model identification. IEEE Transactions on Automatic Control, 6, 716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.6 , pp. 716-723
    • Akaike, H.1
  • 6
    • 0001944526 scopus 로고
    • Structural modeling and Psychometrika: An historical perspective on growth and achievements
    • Bentler, P. M. (1986). Structural modeling and Psychometrika: An historical perspective on growth and achievements. Psychometrika, 51, 35-51.
    • (1986) Psychometrika , vol.51 , pp. 35-51
    • Bentler, P.M.1
  • 7
  • 8
    • 0000012491 scopus 로고
    • The relationship between market characteristics and promotional price elasticities
    • Bolton, R. N. (1989). The relationship between market characteristics and promotional price elasticities, Marketing Science, 8, 153-169.
    • (1989) Marketing Science , vol.8 , pp. 153-169
    • Bolton, R.N.1
  • 10
    • 34250108028 scopus 로고
    • Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions
    • Bozdogan, H. (1987). Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions. Psychometrika, 52, 345-370.
    • (1987) Psychometrika , vol.52 , pp. 345-370
    • Bozdogan, H.1
  • 12
    • 0010946290 scopus 로고
    • Modeling competitive marketing strategies: The impact of marketing-mix relationships and industry structure
    • Carpenter, G. S. (1987). Modeling competitive marketing strategies: The impact of marketing-mix relationships and industry structure. Marketing Science, 6, 208-221.
    • (1987) Marketing Science , vol.6 , pp. 208-221
    • Carpenter, G.S.1
  • 13
    • 84950944685 scopus 로고
    • Latent structure analysis of a set of multidimensional contingency tables
    • Clogg, C. C., & Goodman, L. A. (1984). Latent structure analysis of a set of multidimensional contingency tables. Journal of the American Statistical Association, 79, 762-771.
    • (1984) Journal of the American Statistical Association , vol.79 , pp. 762-771
    • Clogg, C.C.1    Goodman, L.A.2
  • 14
    • 0002233582 scopus 로고
    • Prices and price/quality relationships: A longitudinal analysis
    • January
    • Curry, D. J., & Riesz, P. C. (1988, January). Prices and price/quality relationships: A longitudinal analysis. Journal of Marketing, 52, 36-51.
    • (1988) Journal of Marketing , vol.52 , pp. 36-51
    • Curry, D.J.1    Riesz, P.C.2
  • 17
    • 0001237218 scopus 로고
    • A maximum likelihood methodology for clusterwise linear regression
    • DeSarbo, W. S., & Cron, W. L. (1988). A maximum likelihood methodology for clusterwise linear regression. Journal of Classification, 5, 249-282.
    • (1988) Journal of Classification , vol.5 , pp. 249-282
    • DeSarbo, W.S.1    Cron, W.L.2
  • 18
    • 0002911796 scopus 로고
    • Latent class multidimensional scaling: A review of recent developments in the marketing and psychometric literature
    • In R. P. Bagozzi (Ed.), Cambridge, MA: Blackwell
    • DeSarbo, W. S., Manrai, A. K., & Manrai, L. A. (1994). Latent class multidimensional scaling: A review of recent developments in the marketing and psychometric literature. In R. P. Bagozzi (Ed.), Advanced methods of marketing research (pp. 190-222). Cambridge, MA: Blackwell.
    • (1994) Advanced methods of marketing research , pp. 190-222
    • DeSarbo, W.S.1    Manrai, A.K.2    Manrai, L.A.3
  • 19
    • 0002067023 scopus 로고
    • A latent class probit model for analyzing pick any/n data
    • De Soete, G., & DeSarbo, W. S. (1991). A latent class probit model for analyzing pick any/n data. Journal of Classification, 8, 45-63.
    • (1991) Journal of Classification , vol.8 , pp. 45-63
    • De Soete, G.1    DeSarbo, W.S.2
  • 20
    • 0000467783 scopus 로고
    • One sided inference about functionals of a density
    • Donoho, D. L. (1988). One sided inference about functionals of a density. The Annals of Statistics, 16, 1390-1420.
    • (1988) The Annals of Statistics , vol.16 , pp. 1390-1420
    • Donoho, D.L.1
  • 21
    • 0009047534 scopus 로고
    • Maximum likelihood estimation of the parameters in a mixture of two univariate normal distributions: A comparison of two different algorithms
    • Everitt, B. S. (1984). Maximum likelihood estimation of the parameters in a mixture of two univariate normal distributions: A comparison of two different algorithms. Statistician, 33, 205-215.
    • (1984) Statistician , vol.33 , pp. 205-215
    • Everitt, B.S.1
  • 23
    • 0039853494 scopus 로고
    • The price-quality relationship: The evidence we have, the evidence we need
    • In E. S. Maynes et al. (Eds.), Columbia, MO: American Council on Consumer Interests
    • Geistfeld, L. V. (1988). The price-quality relationship: The evidence we have, the evidence we need. In E. S. Maynes et al. (Eds.), The frontier of research in the consumer interest (pp. 143-172). Columbia, MO: American Council on Consumer Interests.
    • (1988) The frontier of research in the consumer interest , pp. 143-172
    • Geistfeld, L.V.1
  • 26
    • 0000198785 scopus 로고
    • Estimation of parameters for a mixture of normal distributions
    • Hasselblad, V. (1966). Estimation of parameters for a mixture of normal distributions. Technometrics, 8, 431-444.
    • (1966) Technometrics , vol.8 , pp. 431-444
    • Hasselblad, V.1
  • 27
    • 0000159540 scopus 로고
    • A method of minimizing the impact of distributional assumptions in econometric models for duration data
    • Heckman, J. J., & Singer, B. (1984). A method of minimizing the impact of distributional assumptions in econometric models for duration data. Econometrica, 52, 271-320.
    • (1984) Econometrica , vol.52 , pp. 271-320
    • Heckman, J.J.1    Singer, B.2
  • 28
    • 84963154792 scopus 로고
    • Maximum likelihood estimates of the parameters of a mixture of two regression lines
    • Hosmer, D. W. (1974). Maximum likelihood estimates of the parameters of a mixture of two regression lines. Communications in Statistics, 3, 995-1006.
    • (1974) Communications in Statistics , vol.3 , pp. 995-1006
    • Hosmer, D.W.1
  • 29
    • 0011503638 scopus 로고
    • Small-sample estimation of a structural equation with autocorrelated errors
    • Hurd, M. D. (1972). Small-sample estimation of a structural equation with autocorrelated errors. Journal of the American Statistical Association, 67, 567-573.
    • (1972) Journal of the American Statistical Association , vol.67 , pp. 567-573
    • Hurd, M.D.1
  • 30
    • 21144471169 scopus 로고
    • A maximum likelihood method for latent class regression involving a censored dependent variable
    • Jedidi, K., Ramaswamy, V., & DeSarbo, W. S. (1993). A maximum likelihood method for latent class regression involving a censored dependent variable, Psychometrika, 58, 375-394.
    • (1993) Psychometrika , vol.58 , pp. 375-394
    • Jedidi, K.1    Ramaswamy, V.2    DeSarbo, W.S.3
  • 31
    • 21144476559 scopus 로고
    • Improving the convergence rate of the EM algorithm for a mixture model fitted to grouped and truncated data
    • Jones, P. N., & McLachlan, G. J. (1992). Improving the convergence rate of the EM algorithm for a mixture model fitted to grouped and truncated data. Journal of Statistical Computation and Simulation, 43, 31-44.
    • (1992) Journal of Statistical Computation and Simulation , vol.43 , pp. 31-44
    • Jones, P.N.1    McLachlan, G.J.2
  • 32
    • 0001907148 scopus 로고
    • Structural equation models in the social sciences: Specification, estimation, and testing
    • In P. R. Krishnaiah (ed.), Amsterdam: North-Holland
    • Jöreskog, K. G. (1977). Structural equation models in the social sciences: Specification, estimation, and testing. In P. R. Krishnaiah (ed.), Applications of statistics (pp. 265-287). Amsterdam: North-Holland.
    • (1977) Applications of statistics , pp. 265-287
    • Jöreskog, K.G.1
  • 34
    • 84936016001 scopus 로고
    • Nonparametric maximum likelihood estimation of a mixing distribution
    • Laird, N. (1978). Nonparametric maximum likelihood estimation of a mixing distribution. Journal of The American Statistical Association, 73, 805-811.
    • (1978) Journal of The American Statistical Association , vol.73 , pp. 805-811
    • Laird, N.1
  • 35
    • 0001723210 scopus 로고
    • Mixtures of distributions: A topological approach
    • Li, L. A., & Sedransk, N. (1988). Mixtures of distributions: A topological approach. Annals of Statistics, 16, 1623-1634.
    • (1988) Annals of Statistics , vol.16 , pp. 1623-1634
    • Li, L.A.1    Sedransk, N.2
  • 36
    • 0001044972 scopus 로고
    • Finding the observed information matrix when using the EM algorithm
    • Louis, T. A. (1982). Finding the observed information matrix when using the EM algorithm. Journal of the Royal Statistical Society, Series B, 44, 226-233.
    • (1982) Journal of the Royal Statistical Society, Series B , vol.44 , pp. 226-233
    • Louis, T.A.1
  • 38
    • 0001294055 scopus 로고
    • The classification and mixture maximum likelihood approaches to cluster analysis
    • In P. R. Krishnaiah & L. N. Kanal (Eds.), Amsterdam: North-Holland
    • McLachlan, G. J. (1982). The classification and mixture maximum likelihood approaches to cluster analysis. In P. R. Krishnaiah & L. N. Kanal (Eds.), Handbook of statistics (Vol. 2, pp. 199-208). Amsterdam: North-Holland.
    • (1982) Handbook of statistics , vol.2 , pp. 199-208
    • McLachlan, G.J.1
  • 39
    • 0023570352 scopus 로고
    • On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture
    • McLachlan, G. J. (1987). On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture. Applied Statistics, 36, 318-324.
    • (1987) Applied Statistics , vol.36 , pp. 318-324
    • McLachlan, G.J.1
  • 42
    • 51249178472 scopus 로고
    • A research program for establishing the validity of the price-quality relationship
    • Monroe, K. B., & Dodds, W. B. (1988). A research program for establishing the validity of the price-quality relationship. Journal of the Academy of Marketing Science, 16, 151-168.
    • (1988) Journal of the Academy of Marketing Science , vol.16 , pp. 151-168
    • Monroe, K.B.1    Dodds, W.B.2
  • 43
    • 0000424077 scopus 로고
    • Information and consumer behavior
    • Nelson, P. (1970). Information and consumer behavior. Journal of Political Economy, 78, 311-329.
    • (1970) Journal of Political Economy , vol.78 , pp. 311-329
    • Nelson, P.1
  • 44
    • 0003114898 scopus 로고
    • Product quality, cost position, and business performance: A test of some key hypotheses
    • Phillips, L. W., Chang, D. R., & Buzzell, R. D. (1983). Product quality, cost position, and business performance: A test of some key hypotheses. Journal of Marketing, 47, 26-43.
    • (1983) Journal of Marketing , vol.47 , pp. 26-43
    • Phillips, L.W.1    Chang, D.R.2    Buzzell, R.D.3
  • 45
    • 33846446220 scopus 로고
    • Restart procedures for the conjugate gradient method
    • Powell, M. J. D. (1977). Restart procedures for the conjugate gradient method. Mathematical Programming, 12, 241-254.
    • (1977) Mathematical Programming , vol.12 , pp. 241-254
    • Powell, M.J.D.1
  • 48
    • 0011503792 scopus 로고
    • A Monte Carlo study of small-sample properties of simultaneous equation estimators with normal and non-normal disturbances
    • Raj, B. (1980). A Monte Carlo study of small-sample properties of simultaneous equation estimators with normal and non-normal disturbances. Journal of the American Statistical Association, 75, 221-229.
    • (1980) Journal of the American Statistical Association , vol.75 , pp. 221-229
    • Raj, B.1
  • 49
    • 21144468655 scopus 로고
    • An empirical pooling approach for estimating marketing mix elasticities with PIMS data
    • Winter
    • Ramaswamy, V., DeSarbo, W. S., Reibstein, D. J., & Robinson, W. T. (1993, Winter). An empirical pooling approach for estimating marketing mix elasticities with PIMS data. Marketing Science, 12, 103-124.
    • (1993) Marketing Science , vol.12 , pp. 103-124
    • Ramaswamy, V.1    DeSarbo, W.S.2    Reibstein, D.J.3    Robinson, W.T.4
  • 50
    • 21144474781 scopus 로고
    • Segmenting customers in mature industrial markets
    • October
    • Rangan, V. K., Moriarty, R. T., & Swartz, G. S. (1992, October). Segmenting customers in mature industrial markets. Journal of Marketing, 56, 72-82.
    • (1992) Journal of Marketing , vol.56 , pp. 72-82
    • Rangan, V.K.1    Moriarty, R.T.2    Swartz, G.S.3
  • 51
    • 0001468801 scopus 로고
    • Sources of market pioneer advantages in consumer goods industries
    • August
    • Robinson, W. T., & Fomell, C. (1985, August). Sources of market pioneer advantages in consumer goods industries. Journal of Marketing Research, 22, 305-317.
    • (1985) Journal of Marketing Research , vol.22 , pp. 305-317
    • Robinson, W.T.1    Fomell, C.2
  • 52
    • 79851498032 scopus 로고
    • Product differentiation advantages of pioneering brands
    • June
    • Schmalensee, R. (1982, June). Product differentiation advantages of pioneering brands. American Economic Review, 54, 485-503.
    • (1982) American Economic Review , vol.54 , pp. 485-503
    • Schmalensee, R.1
  • 53
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G. (1978). Estimating the dimension of a model. Annals of Statistics, 6, 461-464.
    • (1978) Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 54
    • 0000386489 scopus 로고
    • Application of model-selection criteria to some problems in multivariate analysis
    • Sclove, S. L. (1987). Application of model-selection criteria to some problems in multivariate analysis. Psychometrika, 52, 333-343.
    • (1987) Psychometrika , vol.52 , pp. 333-343
    • Sclove, S.L.1
  • 55
    • 85004788542 scopus 로고
    • A general method for studying differences in factor means and factor structure between groups
    • Sörbom, D. (1974). A general method for studying differences in factor means and factor structure between groups. British Journal of Mathematical Psychology, 27, 229-239.
    • (1974) British Journal of Mathematical Psychology , vol.27 , pp. 229-239
    • Sörbom, D.1
  • 56
    • 0004206222 scopus 로고
    • Assen/Maastricht, The Netherlands: Van Gorcum
    • Steenkamp, J. B. (1989). Product quality. Assen/Maastricht, The Netherlands: Van Gorcum.
    • (1989) Product quality
    • Steenkamp, J.B.1
  • 59
    • 0001935793 scopus 로고
    • The relationship between advertising and product quality over the product life cycle: A contingency theory
    • February
    • Tellis, G. J., & Fornell, C. (1988, February). The relationship between advertising and product quality over the product life cycle: A contingency theory. Journal of Marketing Research, 25, 64-71.
    • (1988) Journal of Marketing Research , vol.25 , pp. 64-71
    • Tellis, G.J.1    Fornell, C.2
  • 60
    • 0000154711 scopus 로고
    • Competitive price and quality under asymmetric information
    • Tellis, G. J., & Wernerfelt, B. (1987). Competitive price and quality under asymmetric information. Marketing Science, 6, 240-253.
    • (1987) Marketing Science , vol.6 , pp. 240-253
    • Tellis, G.J.1    Wernerfelt, B.2
  • 61
    • 0001431082 scopus 로고
    • Some recent research in the analysis of mixture distributions
    • Titterington, D. M. (1990). Some recent research in the analysis of mixture distributions. Statistics, 4, 619-641.
    • (1990) Statistics , vol.4 , pp. 619-641
    • Titterington, D.M.1
  • 63
    • 0002317299 scopus 로고
    • A review of recent developments in latent class regression models
    • In R. P. Bagozzi (Ed.), Cambridge, MA: Blackwell
    • Wedel, M., & DeSarbo, W. S. (1994). A review of recent developments in latent class regression models. In R. P. Bagozzi (Ed.), Advanced methods of marketing research (pp. 352-388). Cambridge, MA: Blackwell.
    • (1994) Advanced methods of marketing research , pp. 352-388
    • Wedel, M.1    DeSarbo, W.S.2
  • 64
    • 34249753047 scopus 로고
    • A mixture likelihood approach for generalized linear models
    • Wedel, M., & DeSarbo, W. S. (1995). A mixture likelihood approach for generalized linear models. Journal of Classification, 12(1), 21-56.
    • (1995) Journal of Classification , vol.12 , Issue.1 , pp. 21-56
    • Wedel, M.1    DeSarbo, W.S.2
  • 66
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • Wu, C. F. J. (1983). On the convergence properties of the EM algorithm. The Annals of Statistics, 11, 95-103.
    • (1983) The Annals of Statistics , vol.11 , pp. 95-103
    • Wu, C.F.J.1
  • 68
    • 84946357749 scopus 로고
    • An efficient method for estimating seemingly unrelated regressions and tests of aggregation bias
    • Zellner, A. (1962). An efficient method for estimating seemingly unrelated regressions and tests of aggregation bias. Journal of the American Statistical Association, 57, 500-509.
    • (1962) Journal of the American Statistical Association , vol.57 , pp. 500-509
    • Zellner, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.