Table 1.
Selected literature on change point detection
| Paper | Subject | Capacity constraint? | Time horizon | # of shocks | Post-shock params known? | Demand model |
|---|---|---|---|---|---|---|
| Besbes and Zeevi (2011) | “Learning while earning” | No | Infinite | One | Yes | Parametric |
| Garivier and Moulines (2011) | “Learning while earning” | No | Infinite | Multiple | No | Parametric |
| Broder and Rusmevichientong (2012) | “Learning while earning” | No | Infinite | One | Yes | Non-parametric |
| Besbes and Sauré (2014) | “Learning while earning” | Yes | Finite | One | Yes | Parametric |
| den Boer (2015) | “Learning while earning” | No | Infinite | Multiple | No | Parametric |
| Keskin and Zeevi (2017) | “Learning while earning” | Yes | Infinite | Multiple | No | Parametric |
| den Boer and Keskin (2020) | “Learning while earning” | Yes | Finite | Multiple | No | Parametric |
| Keller and Rady (1999) | MDP demand | No | Infinite | One | Yes | Parametric |
| Aviv and Pazgal (2005) | MDP demand | No | Finite | Multiple | Yes (in exp.) | Parametric |
| Hadoux et al. (2014) | Change−point detection | N/A | Both | One | Yes | Non-parametric |
| This paper | Shock detection | Yes | Finite | One | No | Parametric |