Abstract
In many situations, the decision maker observes items in sequence and needs to determine whether or not to retain a particular item immediately after it is observed. Any decision rule creates a set of items that are selected. We consider situations where the available information is the rank of a present observation relative to its predecessors. Certain "natural" selection rules are investigated. Theoretical results are presented pertaining to the evolution of the number of items selected, measures of their quality and the time it would take to amass a group of a given size.
| Original language | English |
|---|---|
| Pages (from-to) | 360-385 |
| Number of pages | 26 |
| Journal | Annals of Applied Probability |
| Volume | 17 |
| Issue number | 1 |
| DOIs | |
| State | Published - Feb 2007 |
Keywords
- Asymptotics
- Nonparametrics
- Ranks
- Selection rules
- Sequential observations
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