Linear Least Squares Computations

Nonfiction, Science & Nature, Mathematics, Number Systems
Cover of the book Linear Least Squares Computations by Farebrother, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Farebrother ISBN: 9781351435253
Publisher: CRC Press Publication: May 2, 2018
Imprint: Routledge Language: English
Author: Farebrother
ISBN: 9781351435253
Publisher: CRC Press
Publication: May 2, 2018
Imprint: Routledge
Language: English

Presenting numerous algorithms in a simple algebraic form so that the reader can easilytranslate them into any computer language, this volume gives details of several methodsfor obtaining accurate least squares estimates. It explains how these estimates may beupdated as new information becomes available and how to test linear hypotheses.Linear Least Squares Computations features many structured exercises that guidethe reader through the available algorithms, plus a glossary of commonly used terms anda bibliography of supplementary reading ... collects "ancient" and modem results onlinear least squares computations in a convenient single source . . . develops the necessarymatrix algebra in the context of multivariate statistics . .. only makes peripheral use ofconcepts such as eigenvalues and partial differentiation .. . interprets canonical formsemployed in computation ... discusses many variants of the Gauss, Laplace-Schmidt,Givens, and Householder algorithms ... and uses an empirical approach for the appraisalof algorithms.Linear Least Squares Computations serves as an outstanding reference forindustrial and applied mathematicians, statisticians, and econometricians, as well as atext for advanced undergraduate and graduate statistics, mathematics, and econometricscourses in computer programming, linear regression analysis, and applied statistics.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Presenting numerous algorithms in a simple algebraic form so that the reader can easilytranslate them into any computer language, this volume gives details of several methodsfor obtaining accurate least squares estimates. It explains how these estimates may beupdated as new information becomes available and how to test linear hypotheses.Linear Least Squares Computations features many structured exercises that guidethe reader through the available algorithms, plus a glossary of commonly used terms anda bibliography of supplementary reading ... collects "ancient" and modem results onlinear least squares computations in a convenient single source . . . develops the necessarymatrix algebra in the context of multivariate statistics . .. only makes peripheral use ofconcepts such as eigenvalues and partial differentiation .. . interprets canonical formsemployed in computation ... discusses many variants of the Gauss, Laplace-Schmidt,Givens, and Householder algorithms ... and uses an empirical approach for the appraisalof algorithms.Linear Least Squares Computations serves as an outstanding reference forindustrial and applied mathematicians, statisticians, and econometricians, as well as atext for advanced undergraduate and graduate statistics, mathematics, and econometricscourses in computer programming, linear regression analysis, and applied statistics.

More books from CRC Press

Cover of the book Practical Longitudinal Data Analysis by Farebrother
Cover of the book Optical Waveguides by Farebrother
Cover of the book Inverse Problems and Related Topics by Farebrother
Cover of the book Making Sense of Dental Practice Finance by Farebrother
Cover of the book Mine Planning and Equipment Selection 2000 by Farebrother
Cover of the book Systems Engineering Models by Farebrother
Cover of the book Mediterranean Foods by Farebrother
Cover of the book Visual Design Concepts For Mobile Games by Farebrother
Cover of the book Low Power Semiconductor Devices and Processes for Emerging Applications in Communications, Computing, and Sensing by Farebrother
Cover of the book Alternative Energy Technologies by Farebrother
Cover of the book Reliability Improvement with Design of Experiment by Farebrother
Cover of the book Chemical Reagents for Protein Modification by Farebrother
Cover of the book Principles of Animal Nutrition by Farebrother
Cover of the book Hepatitis A by Farebrother
Cover of the book Aquaporins in Health and Disease by Farebrother
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy