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Volumn 13, Issue 1, 1996, Pages 1-15

Investigating the effects of marketing variables and unobserved heterogeneity in a multinomial probit model

Author keywords

Method of simulated moments; Probit model; Unobserved heterogeneity

Indexed keywords


EID: 0030077290     PISSN: 01678116     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-8116(95)00018-6     Document Type: Article
Times cited : (27)

References (37)
  • 2
    • 0003698154 scopus 로고
    • Cambridge, MA: Harvard University Press
    • Amemiya, T., 1985. Advanced econometrics. Cambridge, MA: Harvard University Press.
    • (1985) Advanced Econometrics
    • Amemiya, T.1
  • 3
    • 0000027897 scopus 로고
    • A new class of market share models
    • Batsell, R.R. and J.C. Polking, 1985. A new class of market share models. Marketing Science 4 (Summer), 177-198.
    • (1985) Marketing Science , vol.4 , Issue.SUMMER , pp. 177-198
    • Batsell, R.R.1    Polking, J.C.2
  • 4
    • 84862686880 scopus 로고
    • Analysis of covariance with qualitative data
    • Chamberlain, G., 1980. Analysis of covariance with qualitative data. Review of Economic Studies 47, 225-238.
    • (1980) Review of Economic Studies , vol.47 , pp. 225-238
    • Chamberlain, G.1
  • 5
    • 21144479529 scopus 로고
    • Estimating a multinomial probit model of brand choice using the method of simulated moments
    • Chintagunta, P.K., 1992. Estimating a multinomial probit model of brand choice using the method of simulated moments. Marketing Science 11(4), 386-407.
    • (1992) Marketing Science , vol.11 , Issue.4 , pp. 386-407
    • Chintagunta, P.K.1
  • 6
    • 0001052493 scopus 로고
    • Investigating heterogeneity in brand preferences in logit models for panel data
    • Chintagunta, P.K., D.C. Jain and N.J. Vilcassim, 1991. Investigating heterogeneity in brand preferences in logit models for panel data. Journal of Marketing Research 28 (November), 417-428.
    • (1991) Journal of Marketing Research , vol.28 , Issue.NOVEMBER , pp. 417-428
    • Chintagunta, P.K.1    Jain, D.C.2    Vilcassim, N.J.3
  • 7
    • 0000259796 scopus 로고
    • Predictive testing of consumer choice models not subject to independence of irrelevant alternatives
    • Currim, I.S., 1982. Predictive testing of consumer choice models not subject to independence of irrelevant alternatives. Journal of Marketing Research 19 (May), 208-222.
    • (1982) Journal of Marketing Research , vol.19 , Issue.MAY , pp. 208-222
    • Currim, I.S.1
  • 9
    • 0011511426 scopus 로고
    • A nested logit model of space and water heat system choice
    • Dubin, J.A., 1986. A nested logit model of space and water heat system choice. Marketing Science 5 (Spring), 112-124.
    • (1986) Marketing Science , vol.5 , Issue.SPRING , pp. 112-124
    • Dubin, J.A.1
  • 10
    • 0001801983 scopus 로고
    • Choice map: Inferring a product-market map from panel data
    • Elrod, T., 1988. Choice map: Inferring a product-market map from panel data. Marketing Science 7 (Winter), 21-40.
    • (1988) Marketing Science , vol.7 , Issue.WINTER , pp. 21-40
    • Elrod, T.1
  • 11
    • 0011589210 scopus 로고
    • A factor analytic probit model for representing market structure in panel data
    • Elrod, T. and M.P. Keane, 1995. A factor analytic probit model for representing market structure in panel data. Journal of Marketing Research 32 (February), 1-16.
    • (1995) Journal of Marketing Research , vol.32 , Issue.FEBRUARY , pp. 1-16
    • Elrod, T.1    Keane, M.P.2
  • 12
    • 21144475568 scopus 로고
    • Accounting for heterogeneity and nonstationarity in a cross sectional model of consumer purchase behavior
    • Fader, P.S. and J.M. Lattin, 1993. Accounting for heterogeneity and nonstationarity in a cross sectional model of consumer purchase behavior. Marketing Science 12(3), 304-317.
    • (1993) Marketing Science , vol.12 , Issue.3 , pp. 304-317
    • Fader, P.S.1    Lattin, J.M.2
  • 13
    • 0001619049 scopus 로고
    • Modeling multiple sources of heterogeneity in multinomial logit models: Methodological and managerial implications
    • Gonul, F. and K. Srinivasan, 1993. Modeling multiple sources of heterogeneity in multinomial logit models: Methodological and managerial implications. Marketing Science 12(3), 213-229.
    • (1993) Marketing Science , vol.12 , Issue.3 , pp. 213-229
    • Gonul, F.1    Srinivasan, K.2
  • 15
    • 0000257156 scopus 로고
    • A logit model of brand choice calibrated on scanner panel data
    • Guadagni, P.M. and J.D.C. Little, 1983. A logit model of brand choice calibrated on scanner panel data. Marketing Science 2 (Summer), 203-238.
    • (1983) Marketing Science , vol.2 , Issue.SUMMER , pp. 203-238
    • Guadagni, P.M.1    Little, J.D.C.2
  • 16
    • 0000414660 scopus 로고
    • Large sample properties of generalized method of moments estimator
    • Hansen, L.P., 1982. Large sample properties of generalized method of moments estimator. Econometrica 50(4), 1029-1054.
    • (1982) Econometrica , vol.50 , Issue.4 , pp. 1029-1054
    • Hansen, L.P.1
  • 17
    • 0020129905 scopus 로고
    • Dynamic analysis of consumer response to marketing strategies
    • Hauser, J.R. and K.J. Wisniewski, 1982. Dynamic analysis of consumer response to marketing strategies. Management Science 28, 455-486.
    • (1982) Management Science , vol.28 , pp. 455-486
    • Hauser, J.R.1    Wisniewski, K.J.2
  • 18
    • 0001025439 scopus 로고
    • A conditional probit model for qualitative choice: Discrete decisions recognizing inter-dependence and heterogenous preferences
    • Hausman, J. and D.A. Wise, 1978. A conditional probit model for qualitative choice: Discrete decisions recognizing inter-dependence and heterogenous preferences. Econometrica 46, 403-426.
    • (1978) Econometrica , vol.46 , pp. 403-426
    • Hausman, J.1    Wise, D.A.2
  • 19
    • 0002453841 scopus 로고
    • Heterogeneity and state dependence
    • C. Manski and D. McFadden (eds.). Cambridge, MA: MIT Press
    • Heckman, J., 1981. Heterogeneity and state dependence. In: C. Manski and D. McFadden (eds.), The structural analysis of discrete data. Cambridge, MA: MIT Press.
    • (1981) The Structural Analysis of Discrete Data
    • Heckman, J.1
  • 20
    • 0000159540 scopus 로고
    • A method of minimizing the impact of distributional assumptions in econometric models of duration data
    • Heckman, J.J. and B. Singer, 1984. A method of minimizing the impact of distributional assumptions in econometric models of duration data. Econometrica 52(2), 271-320.
    • (1984) Econometrica , vol.52 , Issue.2 , pp. 271-320
    • Heckman, J.J.1    Singer, B.2
  • 21
    • 21344488350 scopus 로고
    • Analyzing duration times in marketing: Evidence for the effectiveness of hazard rate models
    • Helsen, K. and D.C. Schmittlein, 1993. Analyzing duration times in marketing: Evidence for the effectiveness of hazard rate models. Marketing Science 12(4), 395-414.
    • (1993) Marketing Science , vol.12 , Issue.4 , pp. 395-414
    • Helsen, K.1    Schmittlein, D.C.2
  • 22
    • 0011427034 scopus 로고
    • Derivation of covariance probit elasticities
    • Hofacker, C.F., 1990. Derivation of covariance probit elasticities. Management Science 36(4), 500-504.
    • (1990) Management Science , vol.36 , Issue.4 , pp. 500-504
    • Hofacker, C.F.1
  • 23
    • 0003559593 scopus 로고
    • New York: Cambridge University Press
    • Hsiao, C., 1986. Analysis of panel data. New York: Cambridge University Press.
    • (1986) Analysis of Panel Data
    • Hsiao, C.1
  • 24
    • 0003061735 scopus 로고
    • Investigating household purchase timing decisions: A conditional hazard function approach
    • Jain, D.C. and N.J. Vilcassim, 1991. Investigating household purchase timing decisions: A conditional hazard function approach. Marketing Science 10(1), 1-23.
    • (1991) Marketing Science , vol.10 , Issue.1 , pp. 1-23
    • Jain, D.C.1    Vilcassim, N.J.2
  • 25
    • 0001786721 scopus 로고
    • Removing heterogeneity bias from logit model estimation
    • Jones, J.M. and J.T. Landwehr, 1988. Removing heterogeneity bias from logit model estimation. Marketing Science 7(1), 41-59.
    • (1988) Marketing Science , vol.7 , Issue.1 , pp. 41-59
    • Jones, J.M.1    Landwehr, J.T.2
  • 26
    • 0000917415 scopus 로고
    • A probabilistic choice model for market segmentation and elasticity structure
    • Kamakura, W.A. and G.J. Russell, 1989. A probabilistic choice model for market segmentation and elasticity structure. Journal of Marketing Research 26, 379-390.
    • (1989) Journal of Marketing Research , vol.26 , pp. 379-390
    • Kamakura, W.A.1    Russell, G.J.2
  • 27
    • 0001900079 scopus 로고
    • A model of brand choice and purchase quantity price sensitivities
    • Krishnamurthi, L. and S.P. Raj, 1988. A model of brand choice and purchase quantity price sensitivities. Marketing Science 7(1), 1-20.
    • (1988) Marketing Science , vol.7 , Issue.1 , pp. 1-20
    • Krishnamurthi, L.1    Raj, S.P.2
  • 29
    • 67349283590 scopus 로고
    • An exact likelihood analysis of the multinomial probit model
    • forthcoming
    • McCulloch, R. and P.E. Rossi, 1993. An exact likelihood analysis of the multinomial probit model. Journal of Econometrics, forthcoming.
    • (1993) Journal of Econometrics
    • McCulloch, R.1    Rossi, P.E.2
  • 30
    • 0000883977 scopus 로고
    • A method of simulated moments for the estimation of discrete response models without numerical integration
    • McFadden, D., 1989. A method of simulated moments for the estimation of discrete response models without numerical integration. Econometrica 57(5), 995-1026.
    • (1989) Econometrica , vol.57 , Issue.5 , pp. 995-1026
    • McFadden, D.1
  • 31
    • 0001831031 scopus 로고
    • Consistent estimates based on partially consistent observations
    • Neyman, J. and E. Scott, 1948. Consistent estimates based on partially consistent observations. Econometrica 16, 1-32.
    • (1948) Econometrica , vol.16 , pp. 1-32
    • Neyman, J.1    Scott, E.2
  • 32
    • 0001331135 scopus 로고
    • Simulation and the asymptotics of optimization estimators
    • Pakes, A. and D. Pollard, 1989. Simulation and the asymptotics of optimization estimators. Econometrica 57(5), 1027-1057.
    • (1989) Econometrica , vol.57 , Issue.5 , pp. 1027-1057
    • Pakes, A.1    Pollard, D.2
  • 33
  • 34
    • 21144475376 scopus 로고
    • A new approach to estimating household parameters
    • Rossi, P.E. and G.M. Allenby, 1993. A new approach to estimating household parameters. Journal of Marketing Research 30, 171-182.
    • (1993) Journal of Marketing Research , vol.30 , pp. 171-182
    • Rossi, P.E.1    Allenby, G.M.2
  • 35
    • 85029970746 scopus 로고
    • Working Paper, University of Toronto
    • Roy, R., 1992. Consumer choice dynamics. Working Paper, University of Toronto.
    • (1992) Consumer Choice Dynamics
    • Roy, R.1
  • 36
    • 3242782205 scopus 로고
    • Purchase event feedback: Factor or fiction?
    • March 22-25, University of Illinois, Champaign
    • Srinivasan, V. and T. Kibarian, 1990. Purchase event feedback: Factor or fiction? Paper presented at the Marketing Science Conference, March 22-25, University of Illinois, Champaign.
    • (1990) Marketing Science Conference
    • Srinivasan, V.1    Kibarian, T.2
  • 37
    • 58149416322 scopus 로고
    • Elimination by aspects: A theory of choice
    • Tversky, A., 1972. Elimination by aspects: A theory of choice. Psychological Review 79, 281-299.
    • (1972) Psychological Review , vol.79 , pp. 281-299
    • Tversky, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.