SpringerBriefs in Statistics – serie
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127 produkter
Parametric and Nonparametric Statistics for Sample Surveys and Customer Satisfaction Data
Av Rosa Arboretti, Arne Bathke m. fl.
Häftad, 2018
552 kr
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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 aspects which characterize the …
Two-Way Analysis of Variance
Statistical Tests and Graphics Using R
Häftad, 2011
660 kr
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In statistics, analysis of variance (ANOVA) is a collection of statistical models used to distinguish between an observed variance in a particular variable and its component parts. In its simplest form, ANOVA provides a statistical test of whether or not the means of several groups are all equal, …
Restricted Kalman Filtering
Theory, Methods, and Application
Häftad, 2012
442 kr
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In statistics, the Kalman filter is a mathematical method whose purpose is to use a series of measurements observed over time, containing random variations and other inaccuracies, and produce estimates that tend to be closer to the true unknown values than those that would be based on a …
Multivariate Statistical Quality Control Using R
Häftad, 2012
606 kr
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The intensive use of automatic data acquisition system and the use of cloud computing for process monitoring have led to an increased occurrence of industrial processes that utilize statistical process control and capability analysis. These analyses are performed almost exclusively with …
Strategic Economic Decision-Making
Using Bayesian Belief Networks to Solve Complex Problems
Av Jeff Grover
Häftad, 2012
552 kr
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Strategic Economic Decision-Making: Using Bayesian Belief Networks to Solve Complex Problems is a quick primer on the topic that introduces readers to the basic complexities and nuances associated with learning Bayes’ theory and inverse probability for the first time. This brief is meant for …
Multiple-Testing Approach to the Multivariate Behrens-Fisher Problem
with Simulations and Examples in SAS®
Av Tejas Desai
Häftad, 2013
442 kr
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In statistics, the Behrens–Fisher problem is the problem of interval estimation and hypothesis testing concerning the difference between the means of two normally distributed populations when the variances of the two populations are not assumed to be equal, based on two independent samples. In …
Permutation Tests in Shape Analysis
Av LUIGI SALMASO, Chiara Brombin
Häftad, 2013
552 kr
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Statistical shape analysis is a geometrical analysis from a set of shapes in which statistics are measured to describe geometrical properties from similar shapes or different groups, for instance, the difference between male and female Gorilla skull shapes, normal and pathological bone shapes, etc. …
Statistical Approaches to Orofacial Pain and Temporomandibular Disorders Research
Av Daniele Manfredini, Rosa Arboretti m. fl.
Häftad, 2014
568 kr
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This book covers some biostatistical methods and several case studies useful to interpret and analyze dental research in the areas of orofacial pain and temporomandibular disorders. It will guide practitioners in these fields who would like to interpret research findings or find examples on the …
Statistical Analysis of Operational Risk Data
Av Giovanni De Luca, Danilo Carità m. fl.
Häftad, 2020
552 kr
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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 loss distribution approach. …
Person-Centered Methods
Configural Frequency Analysis (CFA) and Other Methods for the Analysis of Contingency Tables
Häftad, 2020
552 kr
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This book offers a comprehensible overview of the statistical approach called the person-centered method. Instead of analyzing means, variances and covariances of scale scores as in the common variable-centered approach, the person-centered approach analyzes persons or objects grouped according to …
Regression Models for the Comparison of Measurement Methods
Av Heleno Bolfarine, Mário de Castro m. fl.
Häftad, 2020
552 kr
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This book provides an updated account of the regression techniques employed in comparing analytical methods and to test the biases of one method relative to others – a problem commonly found in fields like analytical chemistry, biology, engineering, and medicine. Methods comparison involves a …
Innovative Learning Environments in STEM Higher Education
Opportunities, Challenges, and Looking Forward
Av Jungwoo Ryoo, Kurt Winkelmann
Häftad, 2021
225 kr
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As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and …
Statistics, New Empiricism and Society in the Era of Big Data
Häftad, 2021
769 kr
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This book reveals the myriad aspects of Big Data collection and analysis, by defining and clarifying the meaning of Big Data and its unique characteristics in a non-technical and easy-to-follow way. Moreover, it discusses critical issues and problems related to the Big Data revolution and their …
Triple Double
Using Statistics to Settle NBA Debates
Häftad, 2021
769 kr
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This book provides empirical evidence and statistical analyses to uncover answers to some of the most debated questions in the NBA. The sports world lives and breathes off of debates on who deserves an MVP award, and which athletes should be considered all-stars. This book provides some …
Multivariate Exponential Families: A Concise Guide to Statistical Inference
Häftad, 2021
715 kr
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This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature on statistical modeling and inference. Exponential families of distributions comprise density functions of a particular …
Bayesian Optimization with Application to Computer Experiments
Av Tony Pourmohamad, Herbert K. H. Lee
Häftad, 2021
769 kr
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This book introduces readers to Bayesian optimization, highlighting advances in the field and showcasing its successful applications to computer experiments. R code is available as online supplementary material for most included examples, so that readers can better comprehend and reproduce methods. …
Uncertainty in Engineering
Introduction to Methods and Applications
Av Louis J. M. Aslett, Frank P. A. Coolen m. fl.
Häftad, 2021
225 kr
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This open access book provides an introduction to uncertainty quantification in engineering. Starting with preliminaries on Bayesian statistics and Monte Carlo methods, followed by material on imprecise probabilities, it then focuses on reliability theory and simulation methods for complex systems. …
Event Attendance Prediction in Social Networks
Häftad, 2021
680 kr
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This volume focuses on predicting users’ attendance at a future event at specific time and location based on their common interests. Event attendance prediction has attracted considerable attention because of its wide range of potential applications. By predicting event attendance, events that …
Lectures on Dependency
Selected Topics in Multivariate Statistics
Häftad, 2022
497 kr
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This short book elaborates on selected aspects of stochastic-statistical dependencies in multivariate statistics. Each chapter provides a rigorous and self-contained treatment of one specific topic, poses a particular problem within its scope, and concludes by presenting its solution. The presented …
Important Applications of the Behrens-Fisher Statistic and the False Discovery Rate
Häftad, 2022
443 kr
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This book discusses important applications of the Behrens-Fisher statistic and the False Discovery Rate (FDR). Covered applications include ANOVA and MANOVA under potentially non-normal errors and heteroscedasticity; and an intuitive method of analyzing s x r contingency tables when the column …
Probabilistic Risk Analysis and Bayesian Decision Theory
Av Marcel van Oijen, Mark Brewer
Häftad, 2022
624 kr
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The book shows how risk, defined as the statistical expectation of loss, can be formally decomposed as the product of two terms: hazard probability and system vulnerability. This requires a specific definition of vulnerability that replaces the many fuzzy definitions abounding in the literature. …
Selected Payout Products of the Old-Age Pension Saving Scheme
Av Jana Špirková, Igor Kollár m. fl.
Häftad, 2023
552 kr
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This book discusses the payout phase of the old-age pension saving scheme, the so-called effective premium, and offers detailed actuarial models and analyses of five old-age pension saving products used in practice. These include the basic permanent monthly annuity, without any benefits for …
Closure Properties for Heavy-Tailed and Related Distributions
An Overview
Av Remigijus Leipus, Jonas Šiaulys m. fl.
Häftad, 2023
497 kr
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This book provides a compact and systematic overview of closure properties of heavy-tailed and related distributions, including closure under tail equivalence, convolution, finite mixing, maximum, minimum, convolution power and convolution roots, and product-convolution closure. It includes …
Functional Data Analysis in Biomechanics
A Concise Review of Core Techniques, Applications and Emerging Areas
Av Edward Gunning, John Warmenhoven m. fl.
Häftad, 2024
624 kr
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This book provides a concise discussion of fundamental functional data analysis (FDA) techniques for analysing biomechanical data, along with an up-to-date review of their applications. The core of the book covers smoothing, registration, visualisation, functional principal components analysis and …
Identifiability and Regression Analysis of Biological Systems Models
Statistical and Mathematical Foundations and R Scripts
Av Paola Lecca
Häftad, 2024
606 kr
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This richly illustrated book presents the latest techniques for the identifiability analysis and standard and robust regression analysis of complex dynamical models, and looks at their objectives. It begins by providing a definition of complexity in dynamic systems, introducing the concepts of …
Regression Graph Models for Categorical Data
Parameterization and Inference
Av Monia Lupparelli, Giovanni Maria Marchetti m. fl.
Häftad, 2025
512 kr
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This book consolidates knowledge on regression chain graph models, often referred to as regression graph models, with a particular emphasis on their parameterizations and inference for the analysis of categorical data. It presents regression graphs, their interpretation in terms of sequences of …
Permutation Statistical Methods
Tests of Differences
Av Janis E Johnston, Kenneth J. Berry m. fl.
Häftad, 2026
552 kr
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The primary purpose of this book is to introduce the reader to elementary statistical methods as related to tests of differences, such as one-sample tests, tests of two independent samples, tests of two matched samples, and one-way analysis of variance. Throughout the book the emphasis is on …
Permutation Statistical Methods: Measures of Relationship
Av Janis E. Johnston, Kenneth J. Berry m. fl.
Häftad, 2026
552 kr
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This book gives a concise overview of measures of relationship, including measures of nominal-nominal association, ordinal-ordinal association, interval-interval correlation, nominal-ordinal association, nominal-interval association, ordinal-interval association, and agreement. The book emphasizes …
Optimal Stochastic Control Schemes within a Structural Reliability Framework
Häftad, 2013
552 kr
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The book addresses the topic of on-line implementation of structural and mechanical design criteria as an explicit part of optimal control schemes. The intention of the present research monograph is to reflect recent developments within this area. Examples of application of relevant control …
Long-Range Dependence and Sea Level Forecasting
Av Ali Ercan, M. Levent Kavvas m. fl.
Häftad, 2013
552 kr
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This study shows that the Caspian Sea level time series possess long range dependence even after removing linear trends, based on analyses of the Hurst statistic, the sample autocorrelation functions, and the periodogram of the series. Forecasting performance of ARMA, ARIMA, ARFIMA and Trend …
