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Symbolic Computation for Statistical Inference

Symbolic Computation for Statistical Inference

Hardcover

Series: Oxford Statistical Science, Book 21

Probability & Statistics

ISBN10: 0198507054
ISBN13: 9780198507055
Publisher: Oxford University Press
Published: Aug 24 2000
Pages: 172
Weight: 0.92
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
Over recent years, developments in statistical computing have freed statisticians from the burden of calculation and have made possible new methods of analysis that previously would have been too difficult or time-consuming. Up till now these developments have been primarily in numerical computation and graphical display, but equal steps forward are now being made in the area of symbolic computing: the use of computer languages and procedures to manipulate expressions. This allows researchers to compute an algebraic expression, rather than evaluate the expression numerically over a given range. This book summarizes a decade of research into the use of symbolic computation applied to statistical inference problems. It shows the considerable potential of the subject to automate statistical calculation, leaving researchers free to concentrate on new concepts. Starting with the development of algorithms applied to standard undergraduate problems, the book then goes on to develop increasingly more powerful tools. Later chapters then discuss the application of these algorithms to different areas of statistical methodology.

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Probability & Statistics