Random forests /
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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Utrecht ; Boston :
VSP,
2000.
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| Subjects: |
Table of Contents:
- Ch. 1. Probabilistic methods in studying trees and forests. 1. Trees and forests. 2. Random forests and generalized allocation scheme. 3. Random forests and branching processes. 4. Simply generated forests. 5. Additions and references
- Ch. 2. The maximum size of a tree in a random forest. 1. Problem statement and summary of results. 2. Asymptotics of NP[subscript r]. 3. The limit behaviour of the total progeny of the branching process. 4. The convergence of the sum of auxiliary random variables to the normal law. 5. The asymptotics of the sum of auxiliary random variables in the critical case. 6. Proofs of the main results. 7. Additions and references
- Ch. 3. Limit distributions of the number of trees of a given size. 1. Problem statement and summary of results. 2. The convergence of the sum of auxiliary random variables to the normal law. 3. The limit behaviour of the sum of auxiliary random variables in the critical case. 4. Proofs of the main results.
- 5. Additions and references
- Ch. 4. Limit distributions of the height of a random forest. 1. Problem statement and summary of results. 2. The limit behaviour of auxiliary probabilities in the subcritical case. 3. The limit behaviour of auxiliary probabilities in the critical case. 4. Proofs of the main results. 5. Additions and references.