statistical bound
C21319
concept
A statistical bound is a theoretical limit that constrains how large or small a statistical quantity (such as an estimator’s error, a probability, or a risk) can be under specified assumptions.
All labels observed (3)
| Label | Occurrences |
|---|---|
| statistical bound canonical | 2 |
| sphere-packing bound | 1 |
| tail bound | 1 |
Description generation (CDg)
The one-sentence description above was generated by prompting gpt-5.1 with the class name and this instruction.
Instruction
generate a one-sentence description for a given conceptual class. # Response Format Return only the sentence: "Description: [one-sentence description of the conceptional class]"
Input
Class: statistical bound
Generated description
A statistical bound is a theoretical limit that constrains how large or small a statistical quantity (such as an estimator’s error, a probability, or a risk) can be under specified assumptions.
Instances (4)
| Instance | Via concept surface |
|---|---|
| Cramér–Rao bound | — |
| Hamming bound | sphere-packing bound |
| Barankin bound | — |
| Chernoff bound | tail bound |