Télécharger le livre :  Ten Projects in Applied Statistics
The first half of the book is aimed at quantitative research workers in biology, medicine, ecology and genetics.The book as a whole is aimed at graduate students in statistics, biostatistics, and other quantitative disciplines. Ten detailed examples show how the author...

Editeur : Springer
Parution : 2023-02-04
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Rank and Pseudo-Rank Procedures for Independent Observations in Factorial Designs
This book explains how to analyze independent data from factorial designs without having to make restrictive assumptions, such as normality of the data, or equal variances. The general approach also allows for ordinal and even dichotomous data. The underlying...

Editeur : Springer
Parution : 2019-07-15
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  The Design and Analysis of Computer Experiments
This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment. Computer experiments continue to increase in popularity as surrogates for and adjuncts to...

Editeur : Springer
Parution : 2019-01-08
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Shrinkage Estimation
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...

Editeur : Springer
Parution : 2018-11-27
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Mathematical Statistics
This book presents a detailed description of the development of statistical theory. In the mid twentieth century, the development of mathematical statistics underwent an enduring change, due to the advent of more refined mathematical tools. New concepts like...

Editeur : Springer
Parution : 2017-10-23
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Statistical Analysis with Measurement Error or Misclassification
This monograph on measurement error and misclassification covers a broad range of problems and emphasizes unique features in modeling and analyzing problems arising from medical research and epidemiological studies. Many measurement error and misclassification problems...

Editeur : Springer
Parution : 2017-08-02
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Dynamic Data Analysis
This text focuses on the use of smoothing methods for developing and estimating differential equations following recent developments in functional data analysis and building on techniques described in Ramsay and Silverman (2005) Functional Data Analysis. The...

Editeur : Springer
Parution : 2017-06-27
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Elements of Nonlinear Time Series Analysis and Forecasting
This book provides an overview of the current state-of-the-art of nonlinear time series analysis, richly illustrated with examples, pseudocode algorithms and real-world applications. Avoiding a “theorem-proof” format, it shows concrete applications on a...

Editeur : Springer
Parution : 2017-03-30
Collection : Springer Series in Statistics PDF

200,44

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Télécharger le livre :  Multivariate Analysis with LISREL
This book traces the theory and methodology of multivariate statistical analysis and shows how it can be conducted in practice using the LISREL computer program. It presents not only the typical uses of LISREL, such as confirmatory factor analysis and structural...

Editeur : Springer
Parution : 2016-10-17
Collection : Springer Series in Statistics PDF

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Télécharger le livre :  Prior Processes and Their Applications
This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the past four decades for dealing with Bayesian approach to solving selected nonparametric inference problems.This revised edition has been substantially...

Editeur : Springer
Parution : 2016-07-27
Collection : Springer Series in Statistics PDF, ePub

116,04

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Télécharger le livre :  Bayesian Nonparametric Data Analysis
This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic review of probability models, the book’s structure follows a data analysis perspective. As such, the chapters are...

Editeur : Springer
Parution : 2015-06-17
Collection : Springer Series in Statistics PDF, ePub

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Télécharger le livre :  Longitudinal Categorical Data Analysis
This is the first book in longitudinal categorical data analysis with parametric correlation models developed based on dynamic relationships among repeated categorical responses.This book is a natural generalization of the longitudinal binary data analysis to the...

Editeur : Springer
Parution : 2014-10-30
Collection : Springer Series in Statistics ePub

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Télécharger le livre :  Analysis of Neural Data
Continual improvements in data collection and processing have had a huge impact on brain research, producing data sets that are often large and complicated. By emphasizing a few fundamental principles, and a handful of ubiquitous techniques, Analysis of Neural Data...

Editeur : Springer
Parution : 2014-07-08
Collection : Springer Series in Statistics ePub

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Télécharger le livre :  Smoothing Spline ANOVA Models
Nonparametric function estimation with stochastic data, otherwiseknown as smoothing, has been studied by several generations ofstatisticians. Assisted by the ample computing power in today'sservers, desktops, and laptops, smoothing methods have been findingtheir ways...

Editeur : Springer
Parution : 2013-01-26
Collection : Springer Series in Statistics ePub

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Télécharger le livre :  Sequential Experimentation in Clinical Trials
Sequential Experimentation in Clinical Trials: Design and Analysis is developed from decades of work in research groups, statistical pedagogy, and workshop participation. Different parts of the book can be used for short courses on clinical trials, translational medical...

Editeur : Springer
Parution : 2012-12-12
Collection : Springer Series in Statistics ePub

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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 ePub

105,49

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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 ePub

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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 PDF

179,34

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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 PDF

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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 PDF

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