Improving Efficiency By Shrinkage
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Improving Efficiency By Shrinkage
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Author : Marvin Gruber
language : en
Publisher: Routledge
Release Date : 2017-11-01
Improving Efficiency By Shrinkage written by Marvin Gruber and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-01 with Mathematics categories.
Offers a treatment of different kinds of James-Stein and ridge regression estimators from a frequentist and Bayesian point of view. The book explains and compares estimators analytically as well as numerically and includes Mathematica and Maple programs used in numerical comparison.;College or university bookshops may order five or more copies at a special student rate, available on request.
Theory Of Preliminary Test And Stein Type Estimation With Applications
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Author : A. K. Md. Ehsanes Saleh
language : en
Publisher: John Wiley & Sons
Release Date : 2006-04-28
Theory Of Preliminary Test And Stein Type Estimation With Applications written by A. K. Md. Ehsanes Saleh and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-28 with Mathematics categories.
Theory of Preliminary Test and Stein-Type Estimation with Applications provides a com-prehensive account of the theory and methods of estimation in a variety of standard models used in applied statistical inference. It is an in-depth introduction to the estimation theory for graduate students, practitioners, and researchers in various fields, such as statistics, engineering, social sciences, and medical sciences. Coverage of the material is designed as a first step in improving the estimates before applying full Bayesian methodology, while problems at the end of each chapter enlarge the scope of the applications. This book contains clear and detailed coverage of basic terminology related to various topics, including: * Simple linear model; ANOVA; parallelism model; multiple regression model with non-stochastic and stochastic constraints; regression with autocorrelated errors; ridge regression; and multivariate and discrete data models * Normal, non-normal, and nonparametric theory of estimation * Bayes and empirical Bayes methods * R-estimation and U-statistics * Confidence set estimation
Theory Of Ridge Regression Estimation With Applications
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Author : A. K. Md. Ehsanes Saleh
language : en
Publisher: John Wiley & Sons
Release Date : 2019-01-08
Theory Of Ridge Regression Estimation With Applications written by A. K. Md. Ehsanes Saleh and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-08 with Mathematics categories.
A guide to the systematic analytical results for ridge, LASSO, preliminary test, and Stein-type estimators with applications Theory of Ridge Regression Estimation with Applications offers a comprehensive guide to the theory and methods of estimation. Ridge regression and LASSO are at the center of all penalty estimators in a range of standard models that are used in many applied statistical analyses. Written by noted experts in the field, the book contains a thorough introduction to penalty and shrinkage estimation and explores the role that ridge, LASSO, and logistic regression play in the computer intensive area of neural network and big data analysis. Designed to be accessible, the book presents detailed coverage of the basic terminology related to various models such as the location and simple linear models, normal and rank theory-based ridge, LASSO, preliminary test and Stein-type estimators. The authors also include problem sets to enhance learning. This book is a volume in the Wiley Series in Probability and Statistics series that provides essential and invaluable reading for all statisticians. This important resource: Offers theoretical coverage and computer-intensive applications of the procedures presented Contains solutions and alternate methods for prediction accuracy and selecting model procedures Presents the first book to focus on ridge regression and unifies past research with current methodology Uses R throughout the text and includes a companion website containing convenient data sets Written for graduate students, practitioners, and researchers in various fields of science, Theory of Ridge Regression Estimation with Applications is an authoritative guide to the theory and methodology of statistical estimation.
Regression Estimators
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Author : Marvin H. J. Gruber
language : en
Publisher: JHU Press
Release Date : 2010-06-30
Regression Estimators written by Marvin H. J. Gruber and has been published by JHU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-30 with Mathematics categories.
Praise for the first edition --
Monte Carlo And Quasi Monte Carlo Methods 2000
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Author : Kai-Tai Fang
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-06-28
Monte Carlo And Quasi Monte Carlo Methods 2000 written by Kai-Tai Fang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-28 with Mathematics categories.
This book represents the refereed proceedings of the Fourth International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing which was held at Hong Kong Baptist University in 2000. An important feature are invited surveys of the state-of-the-art in key areas such as multidimensional numerical integration, low-discrepancy point sets, random number generation, and applications of Monte Carlo and quasi-Monte Carlo methods. These proceedings include also carefully selected contributed papers on all aspects of Monte Carlo and quasi-Monte Carlo methods. The reader will be informed about current research in this very active field.
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Author :
language : en
Publisher: Smocot Ionut Mihai
Release Date :
written by and has been published by Smocot Ionut Mihai this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Handbook On Shrinking Cities
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Author : Pallagst, Karina
language : en
Publisher: Edward Elgar Publishing
Release Date : 2022-10-18
Handbook On Shrinking Cities written by Pallagst, Karina and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-18 with Political Science categories.
Compelling and engaging, this Handbook on Shrinking Cities addresses the fundamentals of shrinkage, exploring its causal factors, the ways in which planning strategies and policies are steered, and innovative solutions for revitalising shrinking cities. Chapters cover topics of governance, ‘greening’ and ‘right-sizing’, and regrowth, laying the relevant groundwork for the Handbook’s proposals for dealing with shrinkage in the age of COVID-19 and beyond.
Multiparametric Statistics
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Author : Vadim Ivanovich Serdobolskii
language : en
Publisher: Elsevier
Release Date : 2007-10-18
Multiparametric Statistics written by Vadim Ivanovich Serdobolskii and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-10-18 with Computers categories.
This monograph presents mathematical theory of statistical models described by the essentially large number of unknown parameters, comparable with sample size but can also be much larger. In this meaning, the proposed theory can be called "essentially multiparametric". It is developed on the basis of the Kolmogorov asymptotic approach in which sample size increases along with the number of unknown parameters.This theory opens a way for solution of central problems of multivariate statistics, which up until now have not been solved. Traditional statistical methods based on the idea of an infinite sampling often break down in the solution of real problems, and, dependent on data, can be inefficient, unstable and even not applicable. In this situation, practical statisticians are forced to use various heuristic methods in the hope the will find a satisfactory solution.Mathematical theory developed in this book presents a regular technique for implementing new, more efficient versions of statistical procedures. Near exact solutions are constructed for a number of concrete multi-dimensional problems: estimation of expectation vectors, regression and discriminant analysis, and for the solution to large systems of empiric linear algebraic equations. It is remarkable that these solutions prove to be not only non-degenerating and always stable, but also near exact within a wide class of populations.In the conventional situation of small dimension and large sample size these new solutions far surpass the classical, commonly used consistent ones. It can be expected in the near future, for the most part, traditional multivariate statistical software will be replaced by the always reliable and more efficient versions of statistical procedures implemented by the technology described in this book.This monograph will be of interest to a variety of specialists working with the theory of statistical methods and its applications. Mathematicians would find new classes of urgent problems to be solved in their own regions. Specialists in applied statistics creating statistical packages will be interested in more efficient methods proposed in the book. Advantages of these methods are obvious: the user is liberated from the permanent uncertainty of possible instability and inefficiency and gets algorithms with unimprovable accuracy and guaranteed for a wide class of distributions.A large community of specialists applying statistical methods to real data will find a number of always stable highly accurate versions of algorithms that will help them to better solve their scientific or economic problems. Students and postgraduates will be interested in this book as it will help them get at the foremost frontier of modern statistical science.- Presents original mathematical investigations and open a new branch of mathematical statistics- Illustrates a technique for developing always stable and efficient versions of multivariate statistical analysis for large-dimensional problems - Describes the most popular methods some near exact solutions; including algorithms of non-degenerating large-dimensional discriminant and regression analysis
Proceedings Of Indian Geotechnical And Geoenvironmental Engineering Conference Iggec 2021 Vol 2
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Author : Arvind Kumar Agnihotri
language : en
Publisher: Springer Nature
Release Date : 2022-11-08
Proceedings Of Indian Geotechnical And Geoenvironmental Engineering Conference Iggec 2021 Vol 2 written by Arvind Kumar Agnihotri and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-08 with Science categories.
This book presents select proceedings of the Indian Geotechnical and Geoenvironmental Engineering Conference (IGGEC-21). Various topics covered in this book include geotechnical engineering, earthquake geotechnical engineering, geoenvironmental engineering, ground improvement, transportation geotechnics, waste management and sustainable engineering. The book will be a valuable reference for researchers and professionals in the discipline of civil, materials, geoenvironmental engineering, landfills, hydrogeology, ground improvement and earthquake geotechnical engineering.
Csf Rhinorrhoea
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Author : Jyotirmay S. Hegde
language : en
Publisher: CRC Press
Release Date : 2020-10-27
Csf Rhinorrhoea written by Jyotirmay S. Hegde and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-27 with Medical categories.
Cerebrospinal fluid (CSF) rhinorrhea is a rare but potentially devastating condition that can lead to significant morbidity and mortality. CSF Rhinorrhea: Management and Practice covers the current concepts in the etiology, diagnosis, and treatment of the condition, as well as long-term management of patients following successful treatment. It provides broad insight into the causes for leakage of CSF from the nose and helps in diagnosis and subsequent treatment. Its multidimensional approach caters to medical undergraduates and postgraduates along with specialists in various fields such as ENT, neurosurgery, neurology, medicine and endocrinology, thus providing a comprehensive plan for management of CSF rhinorrhea. Key features Focuses on trans-nasal endoscopic repair of CSF rhinorrhea Explores minimally invasive techniques and recent advances in CSF rhinorrhea Reviews clinical presentation and case diagnosis with special emphasis pertaining to general practitioners Discusses post-operative care in an exclusive chapter Includes videos of surgical procedures Dr Jyotirmay S Hegde is currently a consultant ENT, head and neck and endoscopic skull base surgeon at Columbia Asia Hospital, Whitefield, Bangalore, India. He has also worked as a faculty member in various capacities at the Jawaharlal Institute of Postgraduate Medical Education & Research (JIPMER), Pondicherry, India. Dr Hegde completed his Masters in Otolaryngology-Head & Neck Surgery at Karnataka Institute of Medical Sciences, Hubli, Karnataka, India and his Fellowship in Rhinology and Endoscopic skull base surgery from Aintree University Hospital, Liverpool, UK. Dr Hegde is a fellow of the European Board of Otolaryngology (FEBORL). He has published in several peer-reviewed scientific publications and presented in national and international conferences, courses, and workshops. Dr Hemanth Vamanshankar graduated from K.S. Hegde Medical Academy, Mangalore, India in 2008 and completed a diploma in Otolaryngology from St John’s Medical College, Bangalore, India in 2011 and DNB-ENT from Southern Railway Hospital, Ayanavaram, Chennai, India in 2014. He was awarded MRCS-ENT from the Royal College of Surgeons, Edinburgh, UK. He has to his credit 25 indexed publications of national and international repute. He is currently working as a medical officer and consultant ENT surgeon at the Divisional Railway Hospital, Bangalore, India (South Western Railway).