Télécharger le livre :  Identifiability and Regression Analysis of Biological Systems Models
This richly illustrated book presents the objectives of, and the latest techniques for, the identifiability analysis and standard and robust regression analysis of complex dynamical models. The book first provides a definition of complexity in dynamic systems by...

Editeur : Springer
Parution : 2020-03-05
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Télécharger le livre :  Statistical Analysis of Operational Risk Data
This concise book for practitioners presents the statistical analysis of operational risk, which is considered the most relevant source of bank risk, after market and credit risk. The book shows that a careful statistical analysis can improve the results of the popular...

Editeur : Springer
Parution : 2020-02-24
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Télécharger le livre :  Time Series Analysis Using SAS Enterprise Guide
This is the first book to present time series analysis using the SAS Enterprise Guide software. It includes some starting background and theory to various time series analysis techniques, and demonstrates the data analysis process and the final results via step-by-step...

Editeur : Springer
Parution : 2020-02-19
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Télécharger le livre :  Bayesian Analysis of Demand Under Block Rate Pricing
This book focuses on the structural analysis of demand under block rate pricing, a type of nonlinear pricing used mainly in public utility services. In this price system, consumers are presented with several unit prices, which makes a naive analysis biased. However, the...

Editeur : Springer
Parution : 2019-12-16
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Télécharger le livre :  Pairwise Multiple Comparisons
This book focuses on all-pairwise multiple comparisons of means in multi-sample models, introducing closed testing procedures based on maximum absolute values of some two-sample t-test statistics and on F-test statistics in homoscedastic multi-sample models. It shows...

Editeur : Springer
Parution : 2019-09-30
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Télécharger le livre :  Euclidean Design Theory
This book is the modern first treatment of experimental designs, providing a comprehensive introduction to the interrelationship between the theory of optimal designs and the theory of cubature formulas in numerical analysis. It also offers original new ideas for...

Editeur : Springer
Parution : 2019-07-23
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Analysis of Doubly Truncated Data
This book introduces readers to statistical methodologies used to analyze doubly truncated data. The first book exclusively dedicated to the topic, it provides likelihood-based methods, Bayesian methods, non-parametric methods, and linear regression methods. These...

Editeur : Springer
Parution : 2019-05-13
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Télécharger le livre :  Longitudinal Data Analysis
This book provides a new analytical approach for dynamic data repeatedly measured from multiple subjects over time. Random effects account for differences across subjects. Auto-regression in response itself is often used in time series analysis. In longitudinal data...

Editeur : Springer
Parution : 2019-02-04
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Télécharger le livre :  Model Averaging
This book provides a concise and accessible overview of model averaging, with a focus on applications. Model averaging is a common means of allowing for model uncertainty when analysing data, and has been used in a wide range of application areas, such as ecology,...

Editeur : Springer
Parution : 2019-01-17
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Empirical Likelihood and Quantile Methods for Time Series
This book integrates the fundamentals of asymptotic theory of statistical inference for time series under nonstandard settings, e.g., infinite variance processes, not only from the point of view of efficiency but also from that of robustness and optimality by minimizing...

Editeur : Springer
Parution : 2018-12-05
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Finite Mixture of Skewed Distributions
This book presents recent results in finite mixtures of skewed distributions to prepare readers to undertake mixture models using scale mixtures of skew normal distributions (SMSN). For this purpose, the authors consider maximum likelihood estimation for univariate and...

Editeur : Springer
Parution : 2018-11-12
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Partitions, Hypergeometric Systems, and Dirichlet Processes in Statistics
This book focuses on statistical inferences related to various combinatorial stochastic processes. Specifically, it discusses the intersection of three subjects that are generally studied independently of each other: partitions, hypergeometric systems, and Dirichlet...

Editeur : Springer
Parution : 2018-07-12
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Télécharger le livre :  Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data
This book deals with problems related to the evaluation of customer satisfaction in very different contexts and ways. Often satisfaction about a product or service is investigated through suitable surveys which try to capture the satisfaction about several partial...

Editeur : Springer
Parution : 2018-06-18
Collection : SpringerBriefs in Statistics PDF

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Télécharger le livre :  Separating Information Maximum Likelihood Method for High-Frequency Financial Data
This book presents a systematic explanation of the SIML (Separating Information Maximum Likelihood) method, a new approach to financial econometrics.Considerable interest has been given to the estimation problem of integrated volatility and covariance by using...

Editeur : Springer
Parution : 2018-06-14
Collection : SpringerBriefs in Statistics PDF

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Télécharger le livre :  Asymmetric Kernel Smoothing
This is the first book to provide an accessible and comprehensive introduction to a newly developed smoothing technique using asymmetric kernel functions. Further, it discusses the statistical properties of estimators and test statistics using asymmetric kernels. The...

Editeur : Springer
Parution : 2018-06-08
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Télécharger le livre :  Analysis of Survival Data with Dependent Censoring
This book introduces readers to copula-based statistical methods for analyzing survival data involving dependent censoring. Primarily focusing on likelihood-based methods performed under copula models, it is the first book solely devoted to the problem of dependent...

Editeur : Springer
Parution : 2018-04-05
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Télécharger le livre :  Modern Dose-Finding Designs for Cancer Phase I Trials: Drug Combinations and Molecularly Targeted Agents
This book deals with advanced methods for adaptive phase I dose-finding clinical trials for combination of two agents and molecularly targeted agents (MTAs) in oncology. It provides not only methodological aspects of the dose-finding methods, but also software...

Editeur : Springer
Parution : 2018-01-30
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Télécharger le livre :  Decision Support Using Nonparametric Statistics
This concise volume covers nonparametric statistics topics that most are most likely to be seen and used from a practical decision support perspective. While many degree programs require a course in parametric statistics, these methods are often inadequate for...

Editeur : Springer
Parution : 2018-01-15
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Télécharger le livre :  Characterizing Interdependencies of Multiple Time Series
This book introduces academic researchers and professionals to the basic concepts and methods for characterizing interdependencies of multiple time series in the frequency domain. Detecting causal directions between a pair of time series and the extent of their effects,...

Editeur : Springer
Parution : 2017-10-26
Collection : SpringerBriefs in Statistics PDF, ePub

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Télécharger le livre :  Analysing Inequalities in Germany
This book seeks new perspectives on the growing inequalities that our societies face, putting forward Structured Additive Distributional Regression as a means of statistical analysis that circumvents the common problem of analytical reduction to simple point estimators....

Editeur : Springer
Parution : 2017-09-23
Collection : SpringerBriefs in Statistics PDF, ePub

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