Symbolic Computation for Statistical Inference |
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| Author:
| Andrews, D. F.
Stafford, J. E. |
| Series title: | Oxford Statistical Science Ser. |
| ISBN: | 978-0-19-850705-5 |
| Publication Date: | Aug 2000 |
| Publisher: | Oxford University Press, Incorporated
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| Book Format: | Hardback |
| List Price: | USD $180.00 |
Book Description:
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The development of statistical computing has had a huge impact on the subject, freeing statisticians from the need to perform tedious calculations and allowing researchers to perform progressively more complex operations. This book gives a coherent presentation of the theory underlying the computations, and provides a framework where computer algorithms are used to do much of the calculation inherent in statistics. Beginning with an outline of algorithms to cover much of an...
More DescriptionThe development of statistical computing has had a huge impact on the subject, freeing statisticians from the need to perform tedious calculations and allowing researchers to perform progressively more complex operations. This book gives a coherent presentation of the theory underlying the computations, and provides a framework where computer algorithms are used to do much of the calculation inherent in statistics. Beginning with an outline of algorithms to cover much of an undergraduate course in probability and statistics, it then goes on to discuss various common distributions, likelihood, bootstrap and sampling.