Nonparametric Estimation Of Weights In Least Squares Regression Analysis PDF Download
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Author | : |
Publisher | : |
Total Pages | : 180 |
Release | : 1978 |
Genre | : |
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Download Nonparametric Estimation of Weights in Least-squares Regression Analysis Book in PDF, ePub and Kindle
Author | : G.G Roussas |
Publisher | : Springer Science & Business Media |
Total Pages | : 691 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 9401132224 |
Download Nonparametric Functional Estimation and Related Topics Book in PDF, ePub and Kindle
About three years ago, an idea was discussed among some colleagues in the Division of Statistics at the University of California, Davis, as to the possibility of holding an international conference, focusing exclusively on nonparametric curve estimation. The fruition of this idea came about with the enthusiastic support of this project by Luc Devroye of McGill University, Canada, and Peter Robinson of the London School of Economics, UK. The response of colleagues, contacted to ascertain interest in participation in such a conference, was gratifying and made the effort involved worthwhile. Devroye and Robinson, together with this editor and George Metakides of the University of Patras, Greece and of the European Economic Communities, Brussels, formed the International Organizing Committee for a two week long Advanced Study Institute (ASI) sponsored by the Scientific Affairs Division of the North Atlantic Treaty Organization (NATO). The ASI was held on the Greek Island of Spetses between July 29 and August 10, 1990. Nonparametric functional estimation is a central topic in statistics, with applications in numerous substantive fields in mathematics, natural and social sciences, engineering and medicine. While there has been interest in nonparametric functional estimation for many years, this has grown of late, owing to increasing availability of large data sets and the ability to process them by means of improved computing facilities, along with the ability to display the results by means of sophisticated graphical procedures.
Author | : László Györfi |
Publisher | : Springer Science & Business Media |
Total Pages | : 662 |
Release | : 2002-08-12 |
Genre | : Mathematics |
ISBN | : 0387954414 |
Download A Distribution-Free Theory of Nonparametric Regression Book in PDF, ePub and Kindle
This book provides a systematic in-depth analysis of nonparametric regression with random design. It covers almost all known estimates. The emphasis is on distribution-free properties of the estimates.
Author | : Qi Li |
Publisher | : Princeton University Press |
Total Pages | : 768 |
Release | : 2023-07-18 |
Genre | : Business & Economics |
ISBN | : 0691248087 |
Download Nonparametric Econometrics Book in PDF, ePub and Kindle
A comprehensive, up-to-date textbook on nonparametric methods for students and researchers Until now, students and researchers in nonparametric and semiparametric statistics and econometrics have had to turn to the latest journal articles to keep pace with these emerging methods of economic analysis. Nonparametric Econometrics fills a major gap by gathering together the most up-to-date theory and techniques and presenting them in a remarkably straightforward and accessible format. The empirical tests, data, and exercises included in this textbook help make it the ideal introduction for graduate students and an indispensable resource for researchers. Nonparametric and semiparametric methods have attracted a great deal of attention from statisticians in recent decades. While the majority of existing books on the subject operate from the presumption that the underlying data is strictly continuous in nature, more often than not social scientists deal with categorical data—nominal and ordinal—in applied settings. The conventional nonparametric approach to dealing with the presence of discrete variables is acknowledged to be unsatisfactory. This book is tailored to the needs of applied econometricians and social scientists. Qi Li and Jeffrey Racine emphasize nonparametric techniques suited to the rich array of data types—continuous, nominal, and ordinal—within one coherent framework. They also emphasize the properties of nonparametric estimators in the presence of potentially irrelevant variables. Nonparametric Econometrics covers all the material necessary to understand and apply nonparametric methods for real-world problems.
Author | : Kwok-Leung Tsui |
Publisher | : |
Total Pages | : 244 |
Release | : 1986 |
Genre | : |
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Download Nonparametric and Parametric Estimation with Truncated Regression Data Book in PDF, ePub and Kindle
Author | : |
Publisher | : |
Total Pages | : 984 |
Release | : 1989 |
Genre | : Aeronautics |
ISBN | : |
Download Scientific and Technical Aerospace Reports Book in PDF, ePub and Kindle
Author | : Jeffrey Racine |
Publisher | : Oxford University Press |
Total Pages | : 562 |
Release | : 2014-04 |
Genre | : Business & Economics |
ISBN | : 0199857946 |
Download The Oxford Handbook of Applied Nonparametric and Semiparametric Econometrics and Statistics Book in PDF, ePub and Kindle
This volume, edited by Jeffrey Racine, Liangjun Su, and Aman Ullah, contains the latest research on nonparametric and semiparametric econometrics and statistics. Chapters by leading international econometricians and statisticians highlight the interface between econometrics and statistical methods for nonparametric and semiparametric procedures.
Author | : Wolfgang Karl Härdle |
Publisher | : Springer Science & Business Media |
Total Pages | : 317 |
Release | : 2012-08-27 |
Genre | : Mathematics |
ISBN | : 364217146X |
Download Nonparametric and Semiparametric Models Book in PDF, ePub and Kindle
The statistical and mathematical principles of smoothing with a focus on applicable techniques are presented in this book. It naturally splits into two parts: The first part is intended for undergraduate students majoring in mathematics, statistics, econometrics or biometrics whereas the second part is intended to be used by master and PhD students or researchers. The material is easy to accomplish since the e-book character of the text gives a maximum of flexibility in learning (and teaching) intensity.
Author | : Ronald Carlton Pruitt |
Publisher | : |
Total Pages | : 212 |
Release | : 1987 |
Genre | : |
ISBN | : |
Download Nonparametric Estimation of Autoregression and Multiple Regression Parameters Book in PDF, ePub and Kindle
Author | : Aaron Kenji Aragaki |
Publisher | : |
Total Pages | : 336 |
Release | : 1995 |
Genre | : |
ISBN | : |
Download A Simple Local Least Squares Approach for Estimating the Regression Function of Binary Response Data and Related Data-driven Bandwidth Selection Procedures Book in PDF, ePub and Kindle