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Basu, A. K., Basu, A., and Batra, R. (1995). Modeling the response pattern to direct marketing campaigns. Journal of Marketing Research 32, 204–212.

Bauer, C. L. (1987). Direct response advertising: Forecasting responses over time. Journal of Direct Marketing 1, 38–50.

Bauer, C. L. (1991). Logistic versus decaying exponential equations for describing mail survey response curves: A conceptual rationale and reanalysis. Journal of Direct Marketing 5, 15–26.

Bose, I., and Chen, X. (2009). Quantitative models for direct marketing: A review from systems perspective. European Journal of Operational Research 195, 1–16.

Chun, Y. H. (2008). Bayesian analysis of the sequential inspection plan via the Gibbs sampler. Operations Research 56, 235–246.

Chun, Y. H. (2012). Monte Carlo analysis of estimation methods for the prediction of customer response patterns in direct marketing. European Journal of Operational Research 217, 673–678.

Chun, Y. H., and Sumichrast, R. T. (2007). Bayesian inspection model with the negative binomial prior in the presence of inspection errors. European Journal of Operational Research 182, 1188–1202.

Cobanoglu, C., and Cobanoglu, N. (2003). The effect of incentives in web surveys: Application and ethical considerations. International Journal of Market Research 45, 475–488.

Cobanoglu, C., Warde, B., and Moreo, P. J. (2001). A comparison of mail, fax, and web-based survey methods. International Journal of Market Research 43, 441–452.

Fildes, R., Nikolopoulos, K., Crone, S. F., and Syntetos, A. A. (2008). Forecasting and operational research: A review. Journal of the Operational Research Society 59, 1150–1172.

Finn, D. W. (1983). Response speeds, functions, and predictability. Journal of the Academy of Marketing Science 11, 61–70.

Freeland, J. R., and Weinberg, C. B. (1980). S-shaped response functions: Implications for decision models. Journal of the Operational Research Society 31, 1001–1007.

Hill, R. W. (1981). Using S-shaped curves to predict response rates. Journal of Marketing Research 18, 240–242.

Huxley, S. J. (1980). Predicting response speed in mail surveys. Journal of Marketing Research 17, 63–68.

Kwak, N., and Radler, B. (2002). A comparison between mail and web surveys: Response pattern, respondent profile, and data quality. Journal of Official Statistics 18, 257–273.

McGowan, I. (1986). Fitting S-shaped curves to mail response data. Journal of the Royal Statistical Society, Series D, 35, 73–77.

Meade, N., and Islam, T. (1998). Technological forecasting—Model selection, model stability and combining models. Management Science 44, 1115–1130.

Pan, B. (2010). Online travel surveys and response patterns. Journal of Travel Research 49, 121–135.

Parasuraman, A. (1982). More on the prediction of mail survey response rates. Journal of Marketing Research 19, 261–268.

Rossi, P. E., and Allenby, G. (2003). Bayesian statistics and marketing. Marketing Science 22, 304–328.

Shore, H., and Benson-Karhi, D. (2007). Forecasting S-shaped diffusion processes via response modelling methodology. Journal of the Operational Research Society 58, 720–728.

Tapiero, C. S. (1983). Stochastic diffusion models with advertising and word-of-mouth effects. European Journal of Operational Research 12, 348–356.

Van den Poel, D., and Buckinx, W. (2005). Predicting online-purchasing behavior. European Journal of Operational Research 166, 557–575.

Wagner, U., and Taudes, A. (1987). Stochastic models of consumer behaviour. European Journal of Operational Research 29, 1–23.

Wilson, J. G., and Singer, E. M. (1991). Modelling survey response data and determining the optimal number of questionnaires. Decision Sciences 22, 898–910.

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