A Modeling of Category-level Purchase and Brand-level Purchase which Allows Simultaneous Brand Purchase

[1]  Bart J. Bronnenberg,et al.  Database Paper - The IRI Marketing Data Set , 2008, Mark. Sci..

[2]  Pradeep K. Chintagunta,et al.  Panel data analysis of household brand choices , 2001 .

[3]  Pradeep Chintagunta,et al.  Beyond the Endogeneity Bias: The Effect of Unmeasured Brand Characteristics on Household-Level Brand Choice Models , 2005, Manag. Sci..

[4]  Peter E. Rossi,et al.  A Bayesian Approach to Estimating Household Parameters , 1993 .

[5]  Wayne S. DeSarbo,et al.  Bayesian inference for finite mixtures of generalized linear models with random effects , 2000 .

[6]  Takahiro Hoshino.  Semiparametric Bayesian Estimation for Marginal Parametric Potential Outcome Modeling: Application to Causal Inference , 2013 .

[7]  Kannan Srinivasan,et al.  Modeling Online Browsing and Path Analysis Using Clickstream Data , 2004 .

[8]  John D. C. Little,et al.  A Logit Model of Brand Choice Calibrated on Scanner Data , 2011, Mark. Sci..

[9]  Peter E. Rossi,et al.  Modeling Consumer Demand for Variety , 2002 .

[10]  Sunil Gupta,et al.  Brand Choice, Purchase Incidence, and Segmentation: An Integrated Modeling Approach , 1992 .

[11]  Roderick J. A. Little,et al.  Statistical Analysis with Missing Data , 1988 .

[12]  Siddhartha Chib,et al.  Inference in Semiparametric Dynamic Models for Binary Longitudinal Data , 2006 .

[13]  M. Keane,et al.  Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets , 1996 .

[14]  D. Rubin.  INFERENCE AND MISSING DATA , 1975 .

[15]  Pradeep K. Chintagunta,et al.  A Discrete–Continuous Model for Multicategory Purchase Behavior of Households , 2007 .

[16]  Nitin Mehta.  Investigating Consumers' Purchase Incidence and Brand Choice Decisions Across Multiple Product Categories: A Theoretical and Empirical Analysis , 2007 .

[17]  Peter E. Rossi,et al.  Marketing models of consumer heterogeneity , 1998 .

[18]  Greg M. Allenby,et al.  Multiple-Constraint Choice Models with Corner and Interior Solutions , 2011, Mark. Sci..

[19]  Pradeep Chintagunta,et al.  Structural Workshop Paper - Discrete-Choice Models of Consumer Demand in Marketing , 2011, Mark. Sci..

[20]  S. Chib,et al.  Model of Brand Choice with a No-Purchase Option Calibrated to Scanner-Panel Data , 2004 .

[21]  Philip Hans Franses,et al.  A dynamic multinomial probit model for brand choice with different long‐run and short‐run effects of marketing‐mix variables , 2000 .

[22]  Peter E. Rossi,et al.  A Bayesian analysis of the multinomial probit model with fully identified parameters , 2000 .

[23]  James M. Lattin,et al.  A Two-State Model of Purchase Incidence and Brand Choice , 1991 .

[24]  Chakravarthi Narasimhan,et al.  Modeling Dependencies in Brand Choice Outcomes Across Complementary Categories , 2012 .

[25]  Martijn van Hasselt.  Bayesian inference in a sample selection model , 2011 .