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Numerical issues in statistical computing for the social scientist (2004)

Altman, Micah ; Gill, Jeff ; McDonald, Michael 1967-

Hoboken, NJ : Wiley-Interscience

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UID:

gbv_370164733

Format: XV, 323 S , graph. Darst , 24 cm

ISBN: 0471236330

Series Statement: Wiley series in probability and statistics

Note: Includes bibliographical references (p. 267-301) and indexes

Additional Edition: Erscheint auch als Online-Ausgabe Altman, Micah Numerical issues in statistical computing for the social scientist Hoboken, NJ : Wiley, 2004 ISBN 0471475742

Additional Edition: ISBN 9780471475743

Additional Edition: ISBN 0471475769

Additional Edition: ISBN 9780471475767

Additional Edition: ISBN 6610344795

Additional Edition: ISBN 9786610344796

Language: English

Subjects: Economics

RVK:

QH 253

Keywords: Sozialwissenschaften ; Statistik ; Computerunterstütztes Verfahren ; Statistik ; Numerisches Verfahren

URL: Inhaltstext

URL: http://www.loc.gov/catdir/bios/wiley047/2003053470.html

URL: http://www.loc.gov/catdir/description/wiley0310/2003053470.html

URL: http://www.loc.gov/catdir/toc/wiley032/2003053470.html

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Numerical issues in statistical computing for the social scientist / (2004)

Altman, Micah. ; Gill, Jeff. ; McDonald, Michael, 1967-

Hoboken, NJ :Wiley,

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UID:

almahu_9948196815902882

Format: 1 online resource (xv, 331 pages) : , illustrations

ISBN: 9780471475767 , 0471475769 , 9780471475743 , 0471475742

Content: At last--a social scientist's guide through the pitfalls of modern statistical computing. Addressing the current deficiency in the literature on statistical methods as they apply to the social and behavioral sciences, Numerical Issues in Statistical Computing for the Social Scientist seeks to provide readers with a unique practical guidebook to the numerical methods underlying computerized statistical calculations specific to these fields. The authors demonstrate that knowledge of these numerical methods and how they are used in statistical packages is essential for making accurate inferences.

Note: Contents -- Preface -- 1. Introduction: Consequences of Numerical Inaccuracy -- 2. Sources of Inaccuracy in Statistical Computation -- 3. Evaluating Statistical Software -- 4. Robust Inference -- 5. Numerical Issues in Markov Chain Monte Carlo Estimation -- 6. Numerical Issues Involved in Inverting Hessian Matrices -- 7. Numerical Behavior of King's EI Method -- 8. Some Details of Nonlinear Estimation -- 9. Spatial Regression Models -- 10. Convergence Problems in Logistic Regression -- 11. Recommendations for Replication and Accurate Analysis -- Bibliography.

Language: English

Keywords: Electronic books. ; Electronic books. ; Electronic books.

DOI: 10.1002/0471475769

URL: https://onlinelibrary.wiley.com/doi/book/10.1002/9780471475767

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