“…Others consider the category purchase incidence decision across multiple categories (Chib, Seetharaman, & Strijnev, ; Deepak, Ansari, & Gupta, 2004; Dippold & Hruschka, ; Duvvuri, Ansari, & Gupta, ; Manchanda, Ansari, & Gupta, ; Russell & Petersen, ), whereas only a few consider the interrelated nature of brand choice or quantity purchase, and purchase incidence across multiple categories (Mehta, ; Niraj, Padmanabhan, & Seetharaman, ; Song & Chintagunta, ) perhaps due to the considerable computational burdens involved. Richards, Yonezawa, and Winter () employ a generalized corner‐solution model of shopping‐basket utility maximization to investigate multi‐category brand choice and purchase quantity among national brands and private labels. Only one study (Bell & Lattin, 1998) considers store choice along with multi‐category purchase incidence, but their model is purely empirical as the choice structure does not follow from a single, integrated purchase decision.…”