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Transport and Fluctuations in Granular Fluids
This brief offers a concise presentation of granular fluids from the point of view of non-equilibrium statistical physics. The emphasis is on fluctuations, which can be large in granular fluids due to the small system size (the number of grains is many orders of magnitude smaller than in molecular fluids). Firstly, readers will be introduced to the most intriguing experiments on fluidized gra…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-10286-3
- Collation
- XVI, 118
- Series Title
- SpringerBriefs in Physics
- Call Number
- -
Estimation and Testing Under Sparsity École d'Été de Probabilités de Sai…
Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. It also provides a semi-parametric approach to establishing confidence intervals and tests. Sparsity-inducing methods have proven to be very useful in the analysis of high-dimensional data. Examples include the Lasso and group Lasso m…
- Edition
- -
- ISBN/ISSN
- 978-3-319-32774-7
- Collation
- XIII, 274
- Series Title
- -
- Call Number
- -
Estimation and Inferential Statistics
This book focuses on the meaning of statistical inference and estimation. Statistical inference is concerned with the problems of estimation of population parameters and testing hypotheses. Primarily aimed at undergraduate and postgraduate students of statistics, the book is also useful to professionals and researchers in statistical, medical, social and other disciplines. It discusses current …
- Edition
- -
- ISBN/ISSN
- 978-81-322-2514-0
- Collation
- 23 b/w illustrations
- Series Title
- -
- Call Number
- -
Essentials of Stochastic Processes
Building upon the previous editions, this textbook is a first course in stochastic processes taken by undergraduate and graduate students (MS and PhD students from math, statistics, economics, computer science, engineering, and finance departments) who have had a course in probability theory. It covers Markov chains in discrete and continuous time, Poisson processes, renewal processes, martinga…
- Edition
- -
- ISBN/ISSN
- 978-3-319-45614-0
- Collation
- 26 b/w illustrations
- Series Title
- -
- Call Number
- -
Adaptive Regression for Modeling Nonlinear Relationships
This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. Data analysts will learn how to incorporate nonlinearity in one or more predictor variables into regression models for different types of outcome variables. Such nonlinear dependence is often not considered in applied research, yet non…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-33946-7
- Collation
- XXV, 372
- Series Title
- Statistics for Biology and Health
- Call Number
- 519.5 KNA a
Touring Consumption
This book attempts to confront spatial, performative and cultural interrelations between tourism and social economic behavior by providing a critical platform for the articulation of touring consumption in our contemporary world. Tourism has become a significant area of scholarship especially given the industry’s product development opportunities on a global scale. However, the emphasis place…
- Edition
- 1
- ISBN/ISSN
- 978-3-658-10018-6
- Collation
- VIII, 315
- Series Title
- Management – Culture – Interpretation
- Call Number
- -
Equilibrium Statistical Mechanics of Lattice Models
Most interesting and difficult problems in equilibrium statistical mechanics concern models which exhibit phase transitions. For graduate students and more experienced researchers this book provides an invaluable reference source of approximate and exact solutions for a comprehensive range of such models. Part I contains background material on classical thermodynamics and statistical mechanics…
- Edition
- -
- ISBN/ISSN
- 978-94-017-9430-5
- Collation
- 101 b/w illustrations
- Series Title
- -
- Call Number
- -
Equations of Motion in Relativistic Gravity
The present volume aims to be a comprehensive survey on the derivation of the equations of motion, both in General Relativity as well as in alternative gravity theories. The topics covered range from the description of test bodies, to self-gravitating (heavy) bodies, to current and future observations. Emphasis is put on the coverage of various approximation methods (e.g., multipolar, post-N…
- Edition
- -
- ISBN/ISSN
- 978-3-319-18335-0
- Collation
- 30 b/w illustrations, 59 illustrations in colour
- Series Title
- -
- Call Number
- -
Topological and Statistical Methods for Complex Data
This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013. It features the work of some of the most prominent and recognized leaders in the field who examine challenges as well as detail solutions to the analysis of extreme scale data. The book presents new metho…
- Edition
- 1
- ISBN/ISSN
- 978-3-662-44900-4
- Collation
- XV, 297
- Series Title
- Mathematics and Visualization
- Call Number
- -
Introduction to Nonparametric Statistics for the Biological Sciences Using R
This book contains a rich set of tools for nonparametric analyses, and the purpose of this text is to provide guidance to students and professional researchers on how R is used for nonparametric data analysis in the biological sciences: To introduce when nonparametric approaches to data analysis are appropriate To introduce the leading nonparametric tests commonly used in biostatistics and …
- Edition
- -
- ISBN/ISSN
- 978-3-319-30634-6
- Collation
- -
- Series Title
- -
- Call Number
- -
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