Télécharger le livre :  The Gini Methodology

Gini's mean difference (GMD) was first introduced by Corrado Gini in 1912 as an alternative measure of variability. GMD and the parameters which are derived from it (such as the Gini coefficient or the concentration ratio) have been in use in the area of income...
Editeur : Springer
Parution : 2012-11-13
Collection : Springer Series in Statistics
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Télécharger le livre :  Inequalities: Theory of Majorization and Its Applications

This book’s first edition has been widely cited by researchers in diverse fields. The following are excerpts from reviews. “Inequalities: Theory of Majorization and its Applications” merits strong praise. It is innovative, coherent, well written and, most importantly, a...
Editeur : Springer
Parution : 2010-11-25
Collection : Springer Series in Statistics
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Télécharger le livre :  Semiparametric and Nonparametric Methods in Econometrics

Standard methods for estimating empirical models in economics and many other fields rely on strong assumptions about functional forms and the distributions of unobserved random variables. Often, it is assumed that functions of interest are linear or that unobserved...
Editeur : Springer
Parution : 2010-07-10
Collection : Springer Series in Statistics
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Télécharger le livre :  Life Distributions

For over 200 years, practitioners have been developing parametric families of probability distributions for data analysis. More recently, an active development of nonparametric and semiparametric families has occurred. This book includes an extensive discussion of a...
Editeur : Springer
Parution : 2007-10-13
Collection : Springer Series in Statistics
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Télécharger le livre :  Information Criteria and Statistical Modeling

The Akaike information criterion (AIC) derived as an estimator of the Kullback-Leibler information discrepancy provides a useful tool for evaluating statistical models, and numerous successful applications of the AIC have been reported in various fields of natural...
Editeur : Springer
Parution : 2007-09-12
Collection : Springer Series in Statistics
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Télécharger le livre :  Introduction to Variance Estimation

We live in the information age. Statistical surveys are used every day to determine or evaluate public policy and to make important business decisions. Correct methods for computing the precision of the survey data and for making inferences to the target population are...
Editeur : Springer
Parution : 2007-08-13
Collection : Springer Series in Statistics
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Télécharger le livre :  Permutation Methods

Most commonly-used parametric and permutation statistical tests, such as the matched-pairs t test and analysis of variance, are based on non-metric squared distance functions that have very poor robustness characteristics. This second edition places increased emphasis...
Editeur : Springer
Parution : 2007-07-29
Collection : Springer Series in Statistics
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Télécharger le livre :  Correlated Data Analysis: Modeling, Analytics, and Applications

Thisbook,likemanyotherbooks,wasdeliveredundertremendousinspiration and encouragement from my teachers, research collaborators, and students. My interest in longitudinal data analysis began with a short course taught jointly by K. Y. Liang and S. L. Zeger at the...
Editeur : Springer
Parution : 2007-06-30
Collection : Springer Series in Statistics
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Copulas are functions that join multivariate distribution functions to their one-dimensional margins. The study of copulas and their role in statistics is a new but vigorously growing field. In this book the student or practitioner of statistics and probability will...
Editeur : Springer
Parution : 2007-06-10
Collection : Springer Series in Statistics
Format(s) : PDF
168,79

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Télécharger le livre :  Linear and Generalized Linear Mixed Models and Their Applications

Over the past decade there has been an explosion of developments in mixed e?ects models and their applications. This book concentrates on two major classes of mixed e?ects models, linear mixed models and generalized linear mixed models, with the intention of o?ering an...
Editeur : Springer
Parution : 2007-05-30
Collection : Springer Series in Statistics
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Télécharger le livre :  Model-based Geostatistics

Geostatistics is concerned with estimation and prediction problems for spatially continuous phenomena, using data obtained at a limited number of spatial locations. The name reflects its origins in mineral exploration, but the methods are now used in a wide range of...
Editeur : Springer
Parution : 2007-05-26
Collection : Springer Series in Statistics
Format(s) : PDF
116,04

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Télécharger le livre :  Stochastic Orders

Stochastic ordering is a fundamental guide for decision making under uncertainty. It is also an essential tool in the study of structural properties of complex stochastic systems. This reference text presents a comprehensive coverage of the various notions of stochastic...
Editeur : Springer
Parution : 2007-04-03
Collection : Springer Series in Statistics
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Télécharger le livre :  Finite Mixture and Markov Switching Models

The past decade has seen powerful new computational tools for modeling which combine a Bayesian approach with recent Monte simulation techniques based on Markov chains. This book is the first to offer a systematic presentation of the Bayesian perspective of finite...
Editeur : Springer
Parution : 2006-11-24
Collection : Springer Series in Statistics
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Télécharger le livre :  Nonparametric Functional Data Analysis

Modern apparatuses allow us to collect samples of functional data, mainly curves but also images. On the other hand, nonparametric statistics produces useful tools for standard data exploration. This book links these two fields of modern statistics by explaining how...
Editeur : Springer
Parution : 2006-11-22
Collection : Springer Series in Statistics
Format(s) : PDF
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Télécharger le livre :  Statistical Analysis of Environmental Space-Time Processes

This book presents knowledge gained by the authors along with methods they developed, over more than 30 years of experience measuring, mod- ing, and mapping environmental space–time ?elds. That experience embraces both large (continentwide) spatial domains and small. In...
Editeur : Springer
Parution : 2006-09-13
Collection : Springer Series in Statistics
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Télécharger le livre :  Functional Data Analysis

Scientists and others today often collect samples of curves and other functional observations. This monograph presents many ideas and techniques for such data.  Included are expressions in the functional domain of such classics as linear regression, principal...
Editeur : Springer
Parution : 2006-06-28
Collection : Springer Series in Statistics
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Télécharger le livre :  Statistical Demography and Forecasting

Sustainability of pension systems, intergeneration fiscal equity under population aging, and accounting for health care benefits for future retirees are examples of problems that cannot be solved without understanding the nature of population forecasts and their...
Editeur : Springer
Parution : 2006-05-27
Collection : Springer Series in Statistics
Format(s) : PDF
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Télécharger le livre :  Inference in Hidden Markov Models

Hidden Markov models have become a widely used class of statistical models with applications in diverse areas such as communications engineering, bioinformatics, finance and many more. This book is a comprehensive treatment of inference for hidden Markov models,...
Editeur : Springer
Parution : 2006-04-12
Collection : Springer Series in Statistics
Format(s) : PDF
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Télécharger le livre :  Models for Discrete Longitudinal Data

The linear mixed model has become the main parametric tool for the analysis of continuous longitudinal data, as the authors discussed in their 2000 book. Without putting too much emphasis on software, the book shows how the different approaches can be implemented...
Editeur : Springer
Parution : 2006-01-28
Collection : Springer Series in Statistics
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