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portada Stochastic Models for Learning
Type
Physical Book
Author
Publisher
Language
English
Pages
382
Format
Paperback
Dimensions
22.9 x 15.2 x 2.2 cm
Weight
0.56 kg.
ISBN13
9781614273196
Categories

Stochastic Models for Learning

Frederick Mosteller (Author) · Robert R. Bush (Author) · Martino Fine Books · Paperback

Stochastic Models for Learning - Bush, Robert R. ; Mosteller, Frederick

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Synopsis "Stochastic Models for Learning"

2012 Reprint of 1955 Edition. Exact facsimile of the original edition, not reproduced with Optical Recognition Software. A stochastic process is one in which the probabilities of a set of events keep changing with time. Bush and Mosteller make use of the mathematical techniques developed for the study of such processes in building a theory of learning and then apply the theory to explain the results of several learning experiments. Contents: Part I: The mathematical system and the general model -- 1. The basic model -- 2. Stimulus sampling and conditioning -- 3. Sequences of events -- 4. Distributions of response probabilities -- 5. The equal alpha condition -- 6. Approximate methods -- 7. Operators with limits zero and unity -- 8. Commuting operators -- Part II: Applications -- 9. Identification and estimation -- 10. Free-recall verbal learning -- 11. Avoidance training -- 12. An experiment on imitation -- 13. Symmetric choice problems -- 14. Runway experiments -- 15. Evaluations.

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