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Evolution Equations of von Karman Type
In these notes we consider two kinds of nonlinear evolution problems of von Karman type on Euclidean spaces of arbitrary even dimension. Each of these problems consists of a system that results from the coupling of two highly nonlinear partial differential equations, one hyperbolic or parabolic and the other elliptic. These systems take their name from a formal analogy with the von Karman equat…
- Edition
- -
- ISBN/ISSN
- 978-3-319-20997-5
- Collation
- XVI, 140
- Series Title
- -
- Call Number
- -
Modern Methodology and Applications in Spatial-Temporal Modeling
This book provides a modern introductory tutorial on specialized methodological and applied aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter deals with non-parametric Bayesian inference via a recently developed framework known a…
- Edition
- 1
- ISBN/ISSN
- 978-4-431-55338-0
- Collation
- XV
- Series Title
- SpringerBriefs in Statistics
- Call Number
- -
Modifications of Einstein's Theory of Gravity at Large Distances
In the last few years modified gravity theories have been proposed as extensions of Einstein's theory of gravity. Their main motivation is to explain the latest cosmological and astrophysical data on dark energy and dark matter. The study of general relativity at small scales has already produced important results (cf e.g. LNP 863 Quantum Gravity and Quantum Cosmology) while its study at large …
- Edition
- -
- ISBN/ISSN
- 978-3-319-10069-2
- Collation
- XVI, 426
- Series Title
- Lecture Notes in Physics
- Call Number
- -
Modern Nonparametric, Robust and Multivariate Methods
Written by leading experts in the field, this edited volume brings together the latest findings in the area of nonparametric, robust and multivariate statistical methods. The individual contributions cover a wide variety of topics ranging from univariate nonparametric methods to robust methods for complex data structures. Some examples from statistical signal processing are also given. The volu…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-22403-9
- Collation
- xx, 506
- Series Title
- -
- Call Number
- -
Treating Adolescents with Family-Based Mindfulness
A new take on therapeutic mindfulness with specific applications to troubled and delinquent youth is the focus of this innovative text. It introduces Family Mode Deactivation Therapy (FMDT) and its core concepts and methodologies, differentiating it from other cognitive and mindfulness therapies for adolescents with problem behaviors and comorbid conditions. Step by step applications of FMDT fr…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-12699-9
- Collation
- XI, 387
- Series Title
- -
- Call Number
- -
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
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