Author by: Robert Andersen Languange: en Publisher by: SAGE Format Available: PDF, ePub, Mobi Total Read: 92 Total Download: 127 File Size: 47,8 Mb Description: Geared towards both future and practising social scientists, this book takes an applied approach and offers readers empirical examples to illustrate key concepts. It includes: applied coverage of a topic that has traditionally been discussed from a theoretical standpoint; empirical examples to illustrate key concepts; a web appendix that provides readers with the data and the R-code for the examples used in the book. Author by: Peter J. Rousseeuw Languange: en Publisher by: John Wiley & Sons Format Available: PDF, ePub, Mobi Total Read: 70 Total Download: 270 File Size: 54,5 Mb Description: WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. 'The writing style is clear and informal, and much of the discussion is oriented to application. In short, the book is a keeper.'
Modern methods for robust regression Download modern methods for robust regression or read online books in PDF, EPUB, Tuebl, and Mobi Format. Click Download or Read Online button to get modern methods for robust regression book now. Robust regression is an alternative to least squares regression when. Of the OLS and robust. Estimates from these two different weighting methods.
–Mathematical Geology 'I would highly recommend the addition of this book to the libraries of both students and professionals. It is a useful textbook for the graduate student, because it emphasizes both the philosophy and practice of robustness in regression settings, and it provides excellent examples of precise, logical proofs of theorems....Even for those who are familiar with robustness, the book will be a good reference because it consolidates the research in high-breakdown affine equivariant estimators and includes an extensive bibliography in robust regression, outlier diagnostics, and related methods. The aim of this book, the authors tell us, is ‘to make robust regression available for everyday statistical practice.’ Rousseeuw and Leroy have included all of the necessary ingredients to make this happen.' –Journal of the American Statistical Association. Author by: Badi H.
Baltagi Languange: en Publisher by: Oxford University Press Format Available: PDF, ePub, Mobi Total Read: 88 Total Download: 353 File Size: 42,6 Mb Description: The Oxford Handbook of Panel Data examines new developments in the theory and applications of panel data. It includes basic topics like non-stationary panels, co-integration in panels, multifactor panel models, panel unit roots, measurement error in panels, incidental parameters and dynamic panels, spatial panels, nonparametric panel data, random coefficients, treatment effects, sample selection, count panel data, limited dependent variable panel models, unbalanced panel models with interactive effects and influential observations in panel data. Contributors to the Handbook explore applications of panel data to a wide range of topics in economics, including health, labor, marketing, trade, productivity, and macro applications in panels. This Handbook is an informative and comprehensive guide for both those who are relatively new to the field and for those wishing to extend their knowledge to the frontier. It is a trusted and definitive source on panel data, having been edited by Professor Badi Baltagi-widely recognized as one of the foremost econometricians in the area of panel data econometrics. Professor Baltagi has successfully recruited an all-star cast of experts for each of the well-chosen topics in the Handbook.