Set of activities performed by individuals is influenced by the choices and preferences of other household members, and their social groups. The utility of an activity depending on the nature of the activity and companionship may vary. In this paper, we propose a methodology to estimate distribution for the utility of joint and solo activities, along with the penalty values associated with the deviation from the mode of activity start ...