Top challenges from the first practical online controlled experiments summit S Gupta, R Kohavi, D Tang, Y Xu, R Andersen, E Bakshy, N Cardin, ... ACM SIGKDD Explorations Newsletter 21 (1), 20-35, 2019 | 95 | 2019 |
Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies A Fabijan, P Dmitriev, C McFarland, L Vermeer, H Holmström Olsson, ... Journal of Software: Evolution and Process 30 (12), e2113, 2018 | 86 | 2018 |
Democratizing online controlled experiments at Booking. com RL Kaufman, J Pitchforth, L Vermeer arXiv preprint arXiv:1710.08217, 2017 | 44 | 2017 |
Diagnosing sample ratio mismatch in online controlled experiments: a taxonomy and rules of thumb for practitioners A Fabijan, J Gupchup, S Gupta, J Omhover, W Qin, L Vermeer, P Dmitriev Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 29 | 2019 |
Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale A Fabijan, P Dmitriev, HH Olsson, J Bosch, L Vermeer, D Lewis 2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019 | 22 | 2019 |
A/B testing at scale: Accelerating software innovation A Deng, P Dmitriev, S Gupta, R Kohavi, P Raff, L Vermeer Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017 | 15 | 2017 |
A/B testing intuition busters: Common misunderstandings in online controlled experiments R Kohavi, A Deng, L Vermeer Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 10 | 2022 |
Leaky abstraction in online experimentation platforms: a conceptual framework to categorize common challenges T Kluck, L Vermeer arXiv preprint arXiv:1710.00397, 2017 | 9 | 2017 |
It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale A Fabijan, B Arai, P Dmitriev, L Vermeer 2021 47th Euromicro Conference on Software Engineering and Advanced …, 2021 | 7 | 2021 |
Mediation analysis in online experiments at Booking. com: Disentangling direct and indirect effects BT Öztan, Z van Havre, C Gomes, L Vermeer arXiv preprint arXiv:1810.12718, 2018 | 2 | 2018 |
Democratizing online controlled experiments at Booking. com R Lopez Kaufman, J Pitchforth, L Vermeer arXiv e-prints, arXiv: 1710.08217, 2017 | 2 | 2017 |
A/B testing intuition busters R Kohavi, A Deng, L Vermeer Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 1 | 2022 |
Mediation Analysis in Online Experiments at Booking. com: Disentangling Direct and Indirect Effects B Tolga Öztan, Z van Havre, C Gomes, L Vermeer arXiv e-prints, arXiv: 1810.12718, 2018 | 1 | 2018 |
Automated Sample Ratio Mismatch (SRM) detection and analysis L Vermeer, K Anderson, M Acebal Proceedings of the 26th International Conference on Evaluation and …, 2022 | | 2022 |