Bayesian Approaches to Shrinkage and Sparse Estimation, Dimitris Korobilis, Kenichi Shimizu
Автор: Tsukuma Hisayuki, Kubokawa Tatsuya Название: Shrinkage Estimation for Mean and Covariance Matrices ISBN: 9811515956 ISBN-13(EAN): 9789811515958 Издательство: Springer Рейтинг: Цена: 7317.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides a self-contained introduction to shrinkage estimation for matrix-variate normal distribution models.
Автор: Dominique Fourdrinier; William E. Strawderman; Mar Название: Shrinkage Estimation ISBN: 303002184X ISBN-13(EAN): 9783030021849 Издательство: Springer Рейтинг: Цена: 17074.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides a coherent framework for understanding shrinkage estimation in statistics. The term refers to modifying a classical estimator by moving it closer to a target which could be known a priori or arise from a model. The goal is to construct estimators with improved statistical properties. The book focuses primarily on point and loss estimation of the mean vector of multivariate normal and spherically symmetric distributions.
Chapter 1 reviews the statistical and decision theoretic terminology and results that will be used throughout the book.
Chapter 2 is concerned with estimating the mean vector of a multivariate normal distribution under quadratic loss from a frequentist perspective. In Chapter 3 the authors take a Bayesian view of shrinkage estimation in the normal setting. Chapter 4 introduces the general classes of spherically and elliptically symmetric distributions. Point and loss estimation for these broad classes are studied in subsequent chapters. In particular, Chapter 5 extends many of the results from Chapters 2 and 3 to spherically and elliptically symmetric distributions.
Chapter 6 considers the general linear model with spherically symmetric error distributions when a residual vector is available. Chapter 7 then considers the problem of estimating a location vector which is constrained to lie in a convex set. Much of the chapter is devoted to one of two types of constraint sets, balls and polyhedral cones. In Chapter 8 the authors focus on loss estimation and data-dependent evidence reports.
Appendices cover a number of technical topics including weakly differentiable functions; examples where Stein’s identity doesn’t hold; Stein’s lemma and Stokes’ theorem for smooth boundaries; harmonic, superharmonic and subharmonic functions; and modified Bessel functions.
In Europe and other developed countries, much of the population live in small and medium sized towns. For many such places the pursuit of growth is no longer a viable strategic option. As the ability of small towns to compete with larger cities for private investment and government support diminishes, the number trapped in a spiral of long-term decline grows.
Beginning with a brief overview of the global context, highlighting that urban shrinkage and decline is a widespread problem, Schlappa and Nishino illustrate how small towns can generate sustainable forward strategies in contrasting institutional contexts by fostering co-production, adjusting public facilities and right sizing the urban area.
The analytical tools and practical examples provided by Schlappa and Nishino are relevant for political and administrative decisionmakers, leaders of civil society and business organisations in developing locally appropriate, creative and robust strategies to shrink smart and re-grow smaller.
Автор: F.H. Wittmann Название: Fundamental Research on Creep and Shrinkage of Concrete ISBN: 9024725496 ISBN-13(EAN): 9789024725496 Издательство: Springer Рейтинг: Цена: 28497.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Proceedings of the International Symposium on `Fundamental Research on Creep and Shrinkage of Concrete` at the Swiss Federal Institute of Technology, Lausanne, 14-17 September 1980
Автор: Saleh A. K. MD Ehsanes Название: Rank-Based Methods for Shrinkage and Selection ISBN: 1119625394 ISBN-13(EAN): 9781119625391 Издательство: Wiley Рейтинг: Цена: 17099.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Rank-Based Methods for Shrinkage and Selection
A practical and hands-on guide to the theory and methodology of statistical estimation based on rank
Robust statistics is an important field in contemporary mathematics and applied statistical methods. Rank-Based Methods for Shrinkage and Selection: With Application to Machine Learning describes techniques to produce higher quality data analysis in shrinkage and subset selection to obtain parsimonious models with outlier-free prediction. This book is intended for statisticians, economists, biostatisticians, data scientists and graduate students.
Rank-Based Methods for Shrinkage and Selection elaborates on rank-based theory and application in machine learning to robustify the least squares methodology. It also includes:
Development of rank theory and application of shrinkage and selection
Methodology for robust data science using penalized rank estimators
Theory and methods of penalized rank dispersion for ridge, LASSO and Enet
Topics include Liu regression, high-dimension, and AR(p)
Novel rank-based logistic regression and neural networks
Problem sets include R code to demonstrate its use in machine learning
Автор: F.H. Wittmann Название: Fundamental Research on Creep and Shrinkage of Concrete ISBN: 9401037183 ISBN-13(EAN): 9789401037181 Издательство: Springer Рейтинг: Цена: 28497.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Proceedings of the International Symposium on `Fundamental Research on Creep and Shrinkage of Concrete` at the Swiss Federal Institute of Technology, Lausanne, 14-17 September 1980
Автор: Hubert R?sch; Dieter Jungwirth; Hubert K. Hilsdorf Название: Creep and Shrinkage ISBN: 1461254264 ISBN-13(EAN): 9781461254263 Издательство: Springer Рейтинг: Цена: 13677.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book is based on Reinforced Concrete-Prestressed Concrete, Volume 2, Accounting for the Effects of Creep and Shrinkage on the Behavior of Structural Systems by Hubert Rusch and Dieter Jungwirth, which appeared in German in 1976.
Автор: S. Ejaz Ahmed Название: Penalty, Shrinkage and Pretest Strategies ISBN: 3319031481 ISBN-13(EAN): 9783319031484 Издательство: Springer Рейтинг: Цена: 6097.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The objective of this book is to compare the statistical properties of penalty and non-penalty estimation strategies for some popular models.
Название: Autogenous shrinkage of concrete ISBN: 0367863901 ISBN-13(EAN): 9780367863906 Издательство: Taylor&Francis Рейтинг: Цена: 11176.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: These proceedings derive from the work of the Technical Committee of the Japan Concrete Institute. Topics include test/prediction methods, the science of autogenous shrinkage, strain and stress, and consequent design concerns.
Автор: Andreas Luescher; Sujata Shetty Название: Urban Shrinkage, Industrial Renewal and Automotive Plants ISBN: 3030033791 ISBN-13(EAN): 9783030033798 Издательство: Springer Рейтинг: Цена: 6707.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This book focuses on the relationship between the auto industry and the built environment at multiple scales, a topic of particular interest now as the industry is going through a period of major transformation. Drawing from multiple perspectives, including architecture, urban design and urban planning, the authors examine the changing form of the auto factory itself, the changing geography of auto production, and the challenges faced by communities as the auto plants that once brought them prosperity, and often a sense of identity, leave town. They examine four places that are dealing in different ways, and with varying success, with the aftermath of a decommissioned auto plant in their midst. These are Janesville, Wisconsin, and Willow Run, Michigan, in the U.S., and Bochum, Germany, and Genk, Belgium, in Europe. Together these four cases provide some clues about what the future might look like for places that were once intimately connected with the manufacture of cars.
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