A new stochastic choice model is proposed which can incorporate any number of explanatory variables. The model combines logit regression, heterogeneity, and product class purchase incidence concepts. The authors describe an exploratory study of the model, in which it is found to fit a certain situation very well.
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References
1.
BassFrank M. (1974), “The Theory of Stochastic Preference and Brand Switching,” Journal of Marketing Research, 11 (August), 1–20.
2.
BassFrank M., JeulandAbel, and WrightGordon P. (1976), “Equilibrium Stochastic Choice and Market Penetration Theories: Derivations and Comparisons,” Management Science, 22 (June), 1051–63.
3.
BlattbergRobert, BuesingT., PeacockP., and SenS. (1978), “Identifying the Deal Prone Segment,” Journal of Marketing Research, 15 (August), 369–77.
4.
BultezAlain V. and NaertPhilippe A. (1975), “Consistent Sum-Constrained Models,” Journal of the American Statistical Association, 70 (September), 529–35.
5.
ChatfieldChristopher and GoodhardtGerald (1975a), “Results Concerning Brand Choice,” Journal of Marketing Research, 12 (February), 110–3.
6.
ChatfieldChristopher and GoodhardtGerald (1975b), “A Consumer Purchasing Model with Erlang Interpurchase Times,” Journal of the American Statistical Association, 70 (December), 828–35.
7.
EhrenbergA. S. C. (1959), “The Pattern of Consumer Purchases,” Applied Statistics, 8, 26–41.
8.
FlathDavid and LeonardE. W. (1979), “A Comparison of Two Logit Models in the Analysis of Qualitative Marketing Data.” Journal of Marketing Research, 16 (December), 533–8.
9.
FrankRonald E. (1962), “Brand Choice as a Probability Process,” Journal of Business, 35, 43–56.
10.
GoldbergerA. S. (1965), Econometric Theory. New York: John Wiley & Sons., Inc.
11.
GreenPaul E. (1978), “An AID/Logit Procedure for Analyzing Large Multiway Contingency Tables,” Journal of Marketing Research, 15 (February), 132–36.
12.
GreenPaul E., CarmoneFrank J., and WachspressDavid P. (1977), “On the Analysis of Qualitative Data in Market Research,” Journal of Marketing Research, 14 (February), 52–9.
13.
HararyFrank and LipsteinBenjamin (1962), “The Dynamics of Brand Loyalty: A Markovian Approach,” Operations Research, 10, 19–40.
14.
JonesJ. Morgan (1970), “A Comparison of Three Models of Brand Choice,” Journal of Marketing Research, 7 (November), 466–73.
15.
JonesJ. Morgan (1973), “A Composite Heterogeneous Model for Brand Choice Behavior,” Management Science, 19 (January), 499–509.
16.
JonesJ. Morgan and ZufrydenFred S. (1978a), “A Brand Choice Model Which Includes Marketing Mix and Segmentation Variables—An Important Breakthrough for the Practicing Manager,” Proceedings of the National AIDS Conference, St. Louis (November).
17.
JonesJ. Morgan and ZufrydenFred S. (1978b), “An Approach for the Study of Retail Strategy Impact and Market Segmentation for Consumer Non-Durable Products,” Center for Marketing Studies Working Paper No. 68, Graduate School of Management, UCLA (November).
18.
KuehnAlfred A. (1962), “Consumer Brand Choice—A Learning Process,” Journal of Advertising Research, 2, 10–17.
19.
LilienGary L. (1974), “An Application of a Modified Linear Learning Model of Buyer Behavior,” Journal of Marketing Research, 11 (August), 279–85.
20.
MaddalaG. S. (1977), Econometrics. New York: McGraw-Hill Book Company.
21.
MassyWilliam F., MontgomeryDavid B., and MorrisonDonald G. (1970), Stochastic Models of Buyer Behavior. Cambridge: MIT Press.
22.
McFaddenDaniel (1973), “Conditional Logit Analysis of Qualitative Choice Behavior,” in Frontiers in Econometrics, ZarembkaP., ed. New York: Academic Press.
23.
MontgomeryDavid B. (1969), “A Stochastic Response Model with Application to Brand Choice,” Managemen: Science, 15 (March), 323–37.
24.
PrasadV. K. (1972), “A Brand Choice Model with Store as an Intervening Variable,” paper presented at the ORSA/TIMS/AIEE Joint National Meeting, Atlantic City (November).
25.
TelserL. G. (1962), “The Demand for Branded Goods as Estimated from Consumer Panel Data,” Review of Economics and Statistics, 44 (August), 300–24.
26.
ZufrydenFred S. (1973), “Media Scheduling: A Stochastic Dynamic Model Approach,” Management Science, 19 (August), 1395–1406.
27.
ZufrydenFred S. (1977), “A Composite Heterogeneous Model of Brand Choice and Purchase Timing Behavior,” Management Science, 24 (October), 121–36.
28.
ZufrydenFred S. (1978), “An Empirical Evaluation of a Composite Heterogeneous Model of Brand Choice and Purchase Timing Behavior,” Management Science, 24 (March), 761–73.
29.
ZufrydenFred S. (1980), “A Multivariate Stochastic Model of Brand Choice and Market Behavior,” Working Paper, University of Southern California, Research in Marketing, Vol. 3, ShethJagdish, ed. Greenwich, Connecticut: JAI Press Inc., 273–303.