A Large-Scale Constrained Joint Modeling Approach for Predicting User Activity, Engagement, and Churn With Application to Freemium Mobile Games

Author:

Banerjee Trambak1,Mukherjee Gourab1,Dutta Shantanu2,Ghosh Pulak3

Affiliation:

1. Department of Data Sciences and Operations, University of Southern California, Los Angeles, CA;

2. Department of Marketing, University of Southern California, Los Angeles, CA;

3. Department of Decision Sciences and Information Systems, Indian Institute of Management Bangalore, Bangalore, India

Funder

NSF

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference70 articles.

1. Agelle, P. (2016), “Getting Gacha Right: Tips for Creating Successful In-Game Lotteries,” Pocket Gamer, available at http://www.pocketgamer.biz/comment-and-opinion/63620/getting-gacha-right-tips-for-creating-successful-in-game-lotteries/.

2. A finite mixture model for multivariate counts under endogenous selectivity

3. AppBrain (2017), “Free vs. Paid Android Apps,” AppBrain, available at http://www.appbrain.com/stats/free-and-paid-android-applications.

4. Stickiness and the Monetization of Apps

5. Hierarchical Modeling and Analysis for Spatial Data

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