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Resampling Methods for Dependent Data
By giving a detailed account of bootstrap methods and their properties for dependent data, this book provides illustrative numerical examples throughout. The book fills a gap in the literature covering research on re-sampling methods for dependent data that has witnessed vigorous growth over the last two decades but remains scattered in various statistics and econometrics journals. It can be used as a graduate level text and also as a research monograph for statisticians and econometricians.
Handbook of Financial Time Series
The Handbook of Financial Time Series gives an up-to-date overview of the field and covers all relevant topics both from a statistical and an econometrical point of view. There are many fine contributions, and a preamble by Nobel Prize winner Robert F. Engle.
Bootstrap Methods
A practical and accessible introduction to the bootstrap method——newly revised and updated Over the past decade, the application of bootstrap methods to new areas of study has expanded, resulting in theoretical and applied advances across various fields. Bootstrap Methods, Second Edition is a highly approachable guide to the multidisciplinary, real-world uses of bootstrapping and is ideal for readers who have a professional interest in its methods, but are without an advanced background in mathematics. Updated to reflect current techniques and the most up-to-date work on the topic, the Second Edition features: The addition of a second, extended bibliography devoted solely to publications...
Bootstrap Tests for Regression Models
An accessible discussion examining computationally-intensive techniques and bootstrap methods, providing ways to improve the finite-sample performance of well-known asymptotic tests for regression models. This book uses the linear regression model as a framework for introducing simulation-based tests to help perform econometric analyses.
Frontiers in Statistics
During the last two decades, many areas of statistical inference have experienced phenomenal growth. This book presents a timely analysis and overview of some of these new developments and a contemporary outlook on the various frontiers of statistics.Eminent leaders in the field have contributed 16 review articles and 6 research articles covering areas including semi-parametric models, data analytical nonparametric methods, statistical learning, network tomography, longitudinal data analysis, financial econometrics, time series, bootstrap and other re-sampling methodologies, statistical computing, generalized nonlinear regression and mixed effects models, martingale transform tests for model diagnostics, robust multivariate analysis, single index models and wavelets.This volume is dedicated to Prof. Peter J Bickel in honor of his 65th birthday. The first article of this volume summarizes some of Prof. Bickel''s distinguished contributions.
Asymptotics in Statistics and Probability
No detailed description available for "Asymptotics in Statistics and Probability".
Spatial Statistics and Spatio-Temporal Data
In the spatial or spatio-temporal context, specifying the correct covariance function is fundamental to obtain efficient predictions, and to understand the underlying physical process of interest. This book focuses on covariance and variogram functions, their role in prediction, and appropriate choice of these functions in applications. Both recent and more established methods are illustrated to assess many common assumptions on these functions, such as, isotropy, separability, symmetry, and intrinsic correlation. After an extensive introduction to spatial methodology, the book details the effects of common covariance assumptions and addresses methods to assess the appropriateness of such as...
A New Theory of Cultural Archetypes
This book overcomes the limitations of existing models of national culture by presenting a novel archetypal methodology that captures heterogeneity within and between nations in a simple manner. The authors incorporate this methodology into a new, empirically derived theory of nations as composites of diverse culture configurations (or archetypes). The theory, which is illustrated through data on secular and emancipative values obtained from the European and World Value Surveys, shows the unity and diversity of these values across 117 nations, and identifies trends in global culture over four decades. Based on the authors' research, the book argues that universal archetypes capture the unity and diversity of the global cultural mosaic with precision and fidelity. By reflecting the reality of changing culture around the world with greater clarity, the book’s novel approach provides a comprehensive lens for international business scholars, practitioners, and policy makers to view, understand and explain culture-related phenomena.
Mission Investing
This thesis examines the concept of mission investing (MI) and thus the role the mission of nonprofit organizations (NPO) plays when fungible financial assets are invested. In contrast to the traditional separation of programming and investment policies, MI stands for the explicit inclusion of the organization's mission into financial decisionmaking. Although initially developed in the context of grantmaking foundations, the concept of MI can be applied to any NPO with fungible assets. NPO as mission-driven organizations differ substantially from regular "for-profit" companies in the way they evaluate organizational performance. Therefore, questions regarding the assessment of desirability a...
Handbook of Fixed-Income Securities
A comprehensive guide to the current theories and methodologies intrinsic to fixed-income securities Written by well-known experts from a cross section of academia and finance, Handbook of Fixed-Income Securities features a compilation of the most up-to-date fixed-income securities techniques and methods. The book presents crucial topics of fixed income in an accessible and logical format. Emphasizing empirical research and real-life applications, the book explores a wide range of topics from the risk and return of fixed-income investments, to the impact of monetary policy on interest rates, to the post-crisis new regulatory landscape. Well organized to cover critical topics in fixed income,...
