Télécharger le livre :  Algorithms and Programs of Dynamic Mixture Estimation
This book provides a general theoretical background for constructing the recursive Bayesian estimation algorithms for mixture models. It collects the recursive algorithms for estimating dynamic mixtures of various distributions and brings them in the unified form,...

Editeur : Springer
Parution : 2017-08-14
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Machine Translation with Minimal Reliance on Parallel Resources
This book provides a unified view on a new methodology for Machine Translation (MT).This methodology extracts information from widely available resources (extensive monolingual corpora) while only assuming the existence of a very limited parallel corpus, thus having a...

Editeur : Springer
Parution : 2017-08-09
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Télécharger le livre :  Statistical Estimation for Truncated Exponential Families
This book presents new findings on nonregular statistical estimation. Unlike other books on this topic, its major emphasis is on helping readers understand the meaning and implications of both regularity and irregularity through a certain family of distributions. In...

Editeur : Springer
Parution : 2017-07-26
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Model Choice in Nonnested Families
This book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to...

Editeur : Springer
Parution : 2016-12-30
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Nonlinear Principal Component Analysis and Its Applications
This book expounds the principle and related applications of nonlinear principal component analysis (PCA), which is useful method to analyze mixed measurement levels data. In the part dealing with the principle, after a brief introduction of ordinary PCA, a PCA for...

Editeur : Springer
Parution : 2016-12-09
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Convolution Copula Econometrics
This book presents a novel approach to time series econometrics, which studies the behavior of nonlinear stochastic processes.This approach allows for an arbitrary dependence structure in the increments and provides a generalization with respect to the standard linear...

Editeur : Springer
Parution : 2016-12-01
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Télécharger le livre :  Working with the American Community Survey in R
This book serves as a hands-on guide to the "acs" R package for demographers, planners, and other researchers who work with American Community Survey (ACS) data. It gathers the most common problems associated with using ACS data and implements functions as a...

Editeur : Springer
Parution : 2016-10-06
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Télécharger le livre :  Group-Sequential Clinical Trials with Multiple Co-Objectives
This book focuses on group sequential methods for clinical trials with co-primary endpoints based on the decision-making frameworks for: (1) rejecting the null hypothesis (stopping for efficacy), (2) rejecting the alternative hypothesis (stopping for futility), and (3)...

Editeur : Springer
Parution : 2016-06-01
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Télécharger le livre :  The Cox Model and Its Applications
This book will be of interest to readers active in the fields of survival analysis, genetics, ecology, biology, demography, reliability and quality control.Since Sir David Cox’s pioneering work in 1972, the proportional hazards model has become the most important model...

Editeur : Springer
Parution : 2016-04-11
Collection : SpringerBriefs in Statistics ePub

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Télécharger le livre :  Algebraic and Computational Aspects of Real Tensor Ranks
This book provides comprehensive summaries of theoretical (algebraic) and computational aspects of tensor ranks, maximal ranks, and typical ranks, over the real number field. Although tensor ranks have been often argued in the complex number field, it should be...

Editeur : Springer
Parution : 2016-03-18
Collection : SpringerBriefs in Statistics ePub

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Télécharger le livre :  Parametric and Nonparametric Inference for Statistical Dynamic Shape Analysis with Applications
This book considers specific inferential issues arising from the analysis of dynamic shapes with the attempt to solve the problems at hand using probability models and nonparametric tests. The models are simple to understand and interpret and provide a useful tool to...

Editeur : Springer
Parution : 2016-02-11
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Applied Matrix and Tensor Variate Data Analysis
This book provides comprehensive reviews of recent progress in matrix variate and tensor variate data analysis from applied points of view. Matrix and tensor approaches for data analysis are known to be extremely useful for recently emerging complex and high-dimensional...

Editeur : Springer
Parution : 2016-02-02
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Télécharger le livre :  Modern Methodology and Applications in Spatial-Temporal Modeling
? This book provides a modern introductory tutorial on specialized methodological and applied aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative...

Editeur : Springer
Parution : 2016-01-08
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Indexation and Causation of Financial Markets
?This book presents a new statistical method of constructing a price index of a financial asset where the price distributions are skewed and heavy-tailed and investigates the effectiveness of the method. In order to fully reflect the movements of prices or returns on a...

Editeur : Springer
Parution : 2016-01-07
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Theoretical Aspects of Spatial-Temporal Modeling
This book provides a modern introductory tutorial on specialized theoretical aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For...

Editeur : Springer
Parution : 2015-12-24
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Brief Guidelines for Methods and Statistics in Medical Research
This book serves as a practical guide to methods and statistics in medical research. It includes step-by-step instructions on using SPSS software for statistical analysis, as well as relevant examples to help those readers who are new to research in health and medical...

Editeur : Springer
Parution : 2015-10-14
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Movie Analytics
Movies will never be the same after you learn how to analyze movie data, including key data mining, text mining and social network analytics concepts. These techniques may then be used in endless other contexts. In the movie application, this topic opens a...

Editeur : Springer
Parution : 2015-10-05
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Rankings and Preferences
This book examines in detail the correlation, more precisely the weighted correlation and applications involving rankings. A general application is the evaluation of methods to predict rankings. Others involve rankings representing human preferences to infer user...

Editeur : Springer
Parution : 2015-09-15
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Sample Size Determination in Clinical Trials with Multiple Endpoints
This book integrates recent methodological developments for calculating the sample size and power in trials with more than one endpoint considered as multiple primary or co-primary, offering an important reference work for statisticians working in this area.The...

Editeur : Springer
Parution : 2015-08-20
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Time Series Modeling for Analysis and Control
This book presents multivariate time series methods for the analysis and optimal control of feedback systems. Although ships’ autopilot systems are considered through the entire book, the methods set forth in this book can be applied to many other complicated, large, or...

Editeur : Springer
Parution : 2015-03-19
Collection : SpringerBriefs in Statistics ePub

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