Using Survival Models to Estimate User Engagement in Online Experiments

Author:

Chandar Praveen1,St. Thomas Brian1,Maystre Lucas2,Pappu Vijay3,Sanchis-Ojeda Roberto1,Wu Tiffany1,Carterette Ben1,Lalmas Mounia2,Jebara Tony1

Affiliation:

1. Spotify, USA

2. Spotify, United Kingdom

3. Peloton, USA

Publisher

ACM

Reference38 articles.

1. A Survey on Churn Analysis in Various Business Domains

2. A time-dependent discrimination index for survival data

3. Albert  C. Chen and Xin Fu . 2017 . Data + Intuition : A Hybrid Approach to Developing Product North Star Metrics. In Proc. of WWW. 617–625. Albert C. Chen and Xin Fu. 2017. Data + Intuition: A Hybrid Approach to Developing Product North Star Metrics. In Proc. of WWW. 617–625.

4. Regression Models and Life-Tables

5. Partial likelihood

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