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Advances in Statistical Models for Data Analysis
This edited volume focuses on recent research results in classification, multivariate statistics and machine learning and highlights advances in statistical models for data analysis. The volume provides both methodological developments and contributions to a wide range of application areas such as economics, marketing, education, social sciences and environment. The papers in this volume were f…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-17377-1
- Collation
- VIII, 268
- Series Title
- Studies in Classification, Data Analysis, and Knowledge Organization
- Call Number
- 519.5 ADV a
The Fascination of Probability, Statistics and their Applications
The topics covered include, but are not limited to, econometrics, exponential families, Lévy processes and infinitely divisible distributions, limit theory, mathematical finance, random matrices, risk assessment, statistical inference for stochastic processes, stochastic analysis and optimal control, time series, and turbulence. The book will be of interest to researchers and graduate students…
- Edition
- -
- ISBN/ISSN
- 978-3-319-25826-3
- Collation
- XVIII, 527
- Series Title
- -
- Call Number
- -
Uncertainty The Soul of Modeling, Probability & Statistics
This book presents a philosophical approach to probability and probabilistic thinking, considering the underpinnings of probabilistic reasoning and modeling, which effectively underlie everything in data science. The ultimate goal is to call into question many standard tenets and lay the philosophical and probabilistic groundwork and infrastructure for statistical modeling. It is the first book…
- Edition
- -
- ISBN/ISSN
- 978-3-319-39756-6
- Collation
- 23 b/w illustrations
- Series Title
- -
- Call Number
- -
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 the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitat…
- Edition
- 1
- ISBN/ISSN
- 978-3-662-53735-0
- Collation
- X, 96; 3 b/w illustrations, 2 illustrations in colour
- Series Title
- SpringerBriefs in Statistics
- Call Number
- -
Advances in Latent Variables: Methods, Models and Applications
The book, belonging to the series “Studies in Theoretical and Applied Statistics– Selected Papers from the Statistical Societies”, presents a peer-reviewed selection of contributions on relevant topics organized by the editors on the occasion of the SIS 2013 Statistical Conference "Advances in Latent Variables. Methods, Models and Applications", held at the Department of Economics and Man…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-02967-2
- Collation
- IX, 285
- Series Title
- Studies in Theoretical and Applied Statistics
- Call Number
- 519.5 ADV a
Exponentiated Distributions
This book contains entirely new results, not to be found elsewhere. Furthermore, additional results scattered elsewhere in the literature are clearly presented. Several well-known distributions such as Weibull distributions, exponentiated Burr type XII distributions and exponentiated exponential distributions and their properties are demonstrated. Analysis of real as well as well-simulated data…
- Edition
- -
- ISBN/ISSN
- 978-94-6239-079-9
- Collation
- 7 illustrations in colour
- Series Title
- -
- Call Number
- -
Advances in Complex Data Modeling and Computational Methods in Statistics
The book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of statistical models, computer intensive methods and applications: network inference from the analysis of high dimensional data; new developments for bootstrapping complex data; regression analysis for measuring the downsize reputational ris…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-11149-0
- Collation
- VIII, 209
- Series Title
- Contributions to Statistics
- Call Number
- 519.5 ADV a
Advances and Challenges in Parametric and Semi-parametric Analysis for Correl…
This proceedings volume contains eight selected papers that were presented in the International Symposium in Statistics (ISS) 2015 On Advances in Parametric and Semi-parametric Analysis of Multivariate, Time Series, Spatial-temporal, and Familial-longitudinal Data, held in St. John’s, Canada from July 6 to 8, 2015. The main objective of the ISS-2015 was the discussion on advances and challeng…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-31260-6
- Collation
- XIX, 256
- Series Title
- Lecture Notes in Statistics
- Call Number
- 005.55 ADV a
Excel 2016 for Marketing Statistics
This is the first book to show the capabilities of Microsoft Excel in teaching marketing statistics effectively. It is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to solve practical marketing problems. If understanding statistics isn’t your strongest suit, you are not especially mathematically-inclined, or if you are wary of computers, this is …
- Edition
- -
- ISBN/ISSN
- 978-3-319-43376-9
- Collation
- 167 illustrations in colour
- Series Title
- -
- Call Number
- -
Examples in Parametric Inference with R
This book discusses examples in parametric inference with R. Combining basic theory with modern approaches, it presents the latest developments and trends in statistical inference for students who do not have an advanced mathematical and statistical background. The topics discussed in the book are fundamental and common to many fields of statistical inference and thus serve as a point of depart…
- Edition
- -
- ISBN/ISSN
- 978-981-10-0889-4
- Collation
- 26 b/w illustrations
- Series Title
- -
- Call Number
- -
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