Wahrscheinlichkeit – Bücher, CDs, LPs und mehr, Seite 8

Yannik Venohr
Deep Learning in Personalized Music Emotion Recognition

Music has a unique power to evoke strong emotions in us-bringing us to tears, lifting us into ecstasy or triggering vivid memories. Often described as a universal language, it conveys feelings that transc…

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Alexander Iksanov, Alexander Marynych, Andrey Pilipenko, Ihor Samoilenko
Locally Perturbed Random Walks

Frontiers in Mathematics

This monograph provides a comprehensive overview of locally perturbed random walks, tools used for their analysis, and current research on their applications. The authors present the material in a self-co…

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Digital Public Health

Springer Series on Epidemiology and Public Health

Part I: Introduction.- Why is it essential to address digital public health in an interdisciplinary way?.- Part II: Theoretical approaches.- Public health in the digital era---digital entry points for pop…

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Statistics for Innovation I

Italian Statistical Society Series on Advances in Statistics

Preface.- Plenary Sessions.- Specialized Sessions.- Solicited Sessions.

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Sinho Chewi, Jonathan Niles-Weed, Philippe Rigollet
Statistical Optimal Transport

Lecture Notes in Mathematics - Band 2364

This monograph aims to offer a concise introduction to optimal transport, quickly transitioning to its applications in statistics and machine learning. It is primarily tailored for students and researcher…

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Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes

Lecture Notes in Mathematics - Band 2365

This volume covers a broad spectrum of topics in stochastic geometry, including percolation, tessellations, Gaussian fields and point processes. Based on lectures given at the Stochastic Geometry Days hel…

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Statistical Modelling for Evidence-Based Public Health

Emerging Topics in Statistics and Biostatistics

This book presents a selection of statistical techniques and methods applied to analyze data arising from HIV/AIDS epidemiology, as well as child and maternal health. Evidence-based decision-making in pub…

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Gerhard Tutz
A Short Guide to Item Response Theory Models

Preface.- Introduction.- The Binary Rasch Model.- Extensions of the Rasch Model and Alternative Binary Models.- Ordinal Models.- Extended Ordinal Models Accounting for Response Styles.- The Thresholds Mod…

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Nan Chen
Stochastic Methods for Modeling and Predicting Complex Dynamical Systems

This second edition is an essential guide to understanding, modeling, and predicting complex dynamical systems using new methods with stochastic tools. Expanding upon the original book, the author covers …

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Mike Nguyen
Experimental Design

Principles of Experimental Design.- The Gold Standard: Randomized Controlled Trials.- Sampling.

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Statistical Models and Learning Methods for Complex Data

This book on statistical models and learning methods for complex data comprises a selection of peer-reviewed post-conference papers presented at the 14th Scientific Meeting of the Classification and Data …

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Michael Griebel, Peter Oswald
Hilbert Space Splittings and Iterative Methods

Springer Series in Computational Mathematics - Band 62

This book is about the theory of so-called Schwarz methods for solving variational problems in a Hilbert space V arising from linear equations and their associated quadratic minimization problems. Schwarz…

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Sören Bartels
Numerical Mathematics 3x9

This book provides an introduction to methods for practically solving mathematical problems, such as solving systems of linear equations, determining eigenvalues, approximating and integrating functions, …

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Raymond J. Spiteri, Kyle Klenk
Extreme-Scale Computing

CMS/CAIMS Books in Mathematics - Band 15

Part 1 - Extreme Scientific Computing Software Management.- Chapter 1 Linux Command Line.- Chapter 2: Version Control and Repositories.- Chapter 3: Building Software.- Part 2 - Programming Patterns and Mo…

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Thomas Mikosch, Olivier Wintenberger
Extreme Value Theory for Time Series

Springer Series in Operations Research and Financial Engineering

This book deals with extreme value theory for univariate and multivariate time series models characterized by power-law tails. These include the classical ARMA models with heavy-tailed noise and financial…

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Fuad Aleskerov, Olga Khutorskaya, Anna Stepochkina, Vyacheslav Yakuba
Bibliometric Analysis by Network Models

The book contains new models of bibliometric analysis based on centrality measures in network analysis, pattern analysis and stability analysis. A distinctive feature of these centrality measures is that …

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Pawe¿ Lorek, Tomasz Rolski
Lectures on Monte Carlo Theory

Chapter 1. Introduction.- Chapter 2. The theory of generators.- Chapter 3. Generating random variables.- Chapter 4. Simulation Output Analysis: Independent Replications.- Chapter 5. Variance Reduction Tec…

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Recent Developments in Stochastic Numerics and Computational Finance

ICIAM2023 Springer Series - Band 6

This book presents a collection of recent advances in stochastic numerical analysis and computational finance. Stochastic numerical methods have played a pivotal role in probability theory, statistics, an…

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Statistics Today

Society, Environment and Statistics

This book offers a broad selection of statistical applications to everyday situations, illustrating how exciting and diverse statistical analysis can be. It covers a wide variety of topics, including offe…

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