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Transport and Fluctuations in Granular Fluids from Boltzmann Equation to Hy…
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 g…
- Edition
- 1st Edition
- ISBN/ISSN
- 978-3-319-10286-3-
- Collation
- -
- Series Title
- -
- Call Number
- -
Phenomenological Structure for the Large Deviation Principle in Time-Series S…
This thesis describes a method to control rare events in non-equilibrium systems by applying physical forces to those systems but without relying on numerical simulation techniques, such as copying rare events. In order to study this method, the book draws on the mathematical structure of equilibrium statistical mechanics, which connects large deviation functions with experimentally measureable…
- Edition
- 1
- ISBN/ISSN
- 978-981-287-811-3
- Collation
- Statistik
- Series Title
- -
- Call Number
- 519
Phenomenological Structure for the Large Deviation Principle in Time-Series S…
This thesis describes a method to control rare events in non-equilibrium systems by applying physical forces to those systems but without relying on numerical simulation techniques, such as copying rare events. In order to study this method, the book draws on the mathematical structure of equilibrium statistical mechanics, which connects large deviation functions with experimentally measureable…
- Edition
- 1
- ISBN/ISSN
- 978-981-287-811-3
- Collation
- Fisika
- Series Title
- -
- Call Number
- 530
Vector Generalized Linear and Additive Models With an Implementation in R
This book presents a greatly enlarged statistical framework compared to generalized linear models (GLMs) with which to approach regression modelling. Comprising of about half-a-dozen major classes of statistical models, and fortified with necessary infrastructure to make the models more fully operable, the framework allows analyses based on many semi-traditional applied statistics models to be …
- Edition
- -
- ISBN/ISSN
- 978-1-4939-2818-7
- Collation
- -
- Series Title
- -
- Call Number
- -
Mathematical Statistics
This book presents a detailed description of the development of statistical theory. In the mid twentieth century, the development of mathematical statistics underwent an enduring change, due to the advent of more refined mathematical tools. New concepts like sufficiency, superefficiency, adaptivity etc. motivated scholars to reflect upon the interpretation of mathematical concepts in terms of t…
- Edition
- 1
- ISBN/ISSN
- 978-3-642-31084-3
- Collation
- Mathematics
- Series Title
- Springer Series in Statistics
- Call Number
- 510
Encyclopedia of Big Data
This encyclopedia will be an essential resource for our times, reflecting the fact that we currently are living in an expanding data-driven world. Technological advancements and other related trends are contributing to the production of an astoundingly large and exponentially increasing collection of data and information, referred to in popular vernacular as “Big Data.” Social media and c…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-32010-6
- Collation
- Manajemen
- Series Title
- -
- Call Number
- 658
Indexation and Causation of Financial Markets
This book presents a new statistical method of constructing a price index of a financial asset where the price distributions are skewed and heavy-tailed and investigates the effectiveness of the method. In order to fully reflect the movements of prices or returns on a financial asset, the index should reflect their distributions. However, they are often heavy-tailed and possibly skewed, and …
- Edition
- -
- ISBN/ISSN
- 978-4-431-55275-8
- Collation
- X, 103
- Series Title
- -
- Call Number
- 621
A Guide to Monte Carlo Simulations in Statistical Physics
Dealing with all aspects of Monte Carlo simulation of complex physical systems encountered in condensed-matter physics and statistical mechanics, this book provides an introduction to computer simulations in physics. This edition now contains material describing powerful new algorithms that have appeared since the previous edition was published, and highlights recent technical advances and key …
- Edition
- Ed. 1
- ISBN/ISSN
- 9780511994944
- Collation
- -
- Series Title
- -
- Call Number
- -
A Guide to First-Passage Processes
First-passage properties underlie a wide range of stochastic processes, such as diffusion-limited growth, neuron firing and the triggering of stock options. This book provides a unified presentation of first-passage processes, which highlights its interrelations with electrostatics and the resulting powerful consequences. The author begins with a presentation of fundamental theory including the…
- Edition
- Ed. 1
- ISBN/ISSN
- 9780511606014
- Collation
- -
- Series Title
- -
- Call Number
- -
Group-Sequential Clinical Trials with Multiple Co-Objectives
This book focuses on group sequential methods for clinical trials with co-primary endpoints based on the decision-making frameworks for: (1) rejecting the null hypothesis (stopping for efficacy), (2) rejecting the alternative hypothesis (stopping for futility), and (3) rejecting the null or alternative hypothesis (stopping for either futility or efficacy), where the trial is designed to evaluat…
- Edition
- -
- ISBN/ISSN
- 978-4-431-55898-9
- Collation
- IX, 113
- Series Title
- -
- Call Number
- 530 HAM g
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