Stochastic Models for Learning
ISBN-13:
9781614273196
ISBN-10:
1614273197
Author:
Frederick Mosteller, Robert R. Bush
Publication date:
2012
Publisher:
Martino Fine Books
Format:
Paperback
382 pages
Category:
Applied
,
Mathematics
FREE US shipping
Book details
ISBN-13:
9781614273196
ISBN-10:
1614273197
Author:
Frederick Mosteller, Robert R. Bush
Publication date:
2012
Publisher:
Martino Fine Books
Format:
Paperback
382 pages
Category:
Applied
,
Mathematics
Summary
Stochastic Models for Learning (ISBN-13: 9781614273196 and ISBN-10: 1614273197), written by authors
Frederick Mosteller, Robert R. Bush, was published by Martino Fine Books in 2012.
With an overall rating of 4.3 stars, it's a notable title among other
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Description
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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