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- catalog abstract ""This book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods: for mathematicians and computer scientists, it looks at the application of mathematical tools to statistical problems."--Jacket.".
- catalog contributor b12244593.
- catalog created "c2001.".
- catalog date "2001".
- catalog date "c2001.".
- catalog dateCopyrighted "c2001.".
- catalog description ""This book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods: for mathematicians and computer scientists, it looks at the application of mathematical tools to statistical problems."--Jacket.".
- catalog description "1. Algorithms and Computers -- 2. Computer Arithmetic -- 3. Matrices and Linear Equations -- 4. More Methods for Solving Linear Equations -- 5. Regression Computations -- 6. Eigenproblems -- 7. Functions: Interpolation, Smoothing, and Approximation -- 8. Introduction to Optimization and Nonlinear Equations -- 9. Maximum Likelihood and Nonlinear Regression -- 10. Numerical Integration and Monte Carlo Methods -- 11. Generating Random Variables from other Distributions -- 12. Statistical Methods for Integration and Monte Carlo -- 13. Markov Chain Monte Carlo Methods -- 14. Sorting and Fast Algorithms.".
- catalog description "Includes bibliographical references and indexes.".
- catalog extent "xiv, 428 p. :".
- catalog identifier "0521791685".
- catalog isPartOf "Cambridge series in statistical and probabilistic mathematics".
- catalog isPartOf "Cambridge series on statistical and probabilistic mathematics.".
- catalog issued "2001".
- catalog issued "c2001.".
- catalog language "eng".
- catalog publisher "Cambridge ; New York : Cambridge University Press,".
- catalog subject "519.5 21".
- catalog subject "Mathematical statistics Data processing.".
- catalog subject "Numerical analysis.".
- catalog subject "QA276.4 .M65 2001".
- catalog tableOfContents "1. Algorithms and Computers -- 2. Computer Arithmetic -- 3. Matrices and Linear Equations -- 4. More Methods for Solving Linear Equations -- 5. Regression Computations -- 6. Eigenproblems -- 7. Functions: Interpolation, Smoothing, and Approximation -- 8. Introduction to Optimization and Nonlinear Equations -- 9. Maximum Likelihood and Nonlinear Regression -- 10. Numerical Integration and Monte Carlo Methods -- 11. Generating Random Variables from other Distributions -- 12. Statistical Methods for Integration and Monte Carlo -- 13. Markov Chain Monte Carlo Methods -- 14. Sorting and Fast Algorithms.".
- catalog title "Numerical methods of statistics / John F. Monahan.".
- catalog type "text".