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Yannik Venohr
Deep Learning in Personalized Music Emotion Recognition

BestMasters

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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Jeffrey R. Wilson, Kent A. Lorenz, Lori P. Selby
Modeling Binary Correlated Responses

ICSA Book Series in Statistics

This book is an updated edition of Modeling Binary Correlated Responses Using SAS, SPSS and R, and now it includes the use of STATA. It uses these Statistical tools to analyze correlated binary data, acce…

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Potter C. Chang
Data Analysis of Medical Studies

This book is written for the many health professionals who are regularly frustrated by elegant but ambiguous descriptions of results of data analysis. It uses articles of the New England Journal of Medici…

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Linda Herkenhoff, John Fogli
Applied Statistics for Business and Management using Microsoft Excel

This book illustrates the capabilities of Microsoft Excel to teach applied statistics effectively. It is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to sol…

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Sam Efromovich
Survival Analysis

Synthesis Lectures on Mathematics & Statistics

This textbook provides a unified account of estimating the survival function, hazard rate, cumulative hazard, density, regression, conditional distributions, and linear functionals for the current status …

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Matteo Mazziotta, Adriano Pareto
Statistics for Composite Indicators

SxI - Springer for Innovation / SxI - Springer per l'Innovazione - Band 18

This book provides a systematic and integrated approach to construct measures of complex and multidimensional concepts called composite indicators. One of the most pressing needs of scientists and policy …

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Statistics for Innovation I

Italian Statistical Society Series on Advances in Statistics

This book presents peer-reviewed short papers on methodological and applied statistical research presented at the Italian Statistical Society's international conference on "Statistics for Innovation&…

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Narayanaswamy Balakrishnan, Tomasz Rychlik
Sharp Inequalities for Ordered Random Variables in Statistics and Reliability

Frontiers in Probability and the Statistical Sciences

The book discusses various inequalities and sharp bounds for the usual order statistics as well as some functions of them. In particular, deterministic bounds, bounds for the case of IID samples from gene…

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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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Methodological and Applied Statistics and Demography I

Italian Statistical Society Series on Advances in Statistics

This book of peer-reviewed short papers on methodological and applied statistics and demography is the first of four volumes from the 52nd Scientific Meeting of the Italian Statistical Society (SIS 2024),…

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High Performance Computing in Science and Engineering '23

Part 1 Physics.- Part 2 Molecules, Interfaces, and Solids.- Part 3 Materials Science.- Part 4 Computational Fluid Dynamics.- Part 5 Reactive Flows.- Part 6 Transport and Climate.- Part 7 Particle-based Si…

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Methodological and Applied Statistics and Demography II

Italian Statistical Society Series on Advances in Statistics

This book of peer-reviewed short papers on methodological and applied statistics and demography is the second of four volumes from the 52nd Scientific Meeting of the Italian Statistical Society (SIS 2024)…

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Hai-Dang Nguyen, George Yin, Chao Zhu
Hybrid Switching Diffusions

This thoroughly revised and expanded edition presents a comprehensive study of hybrid switching diffusion processes and their wide-ranging applications. These processes, which combine continuous dynamics …

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Wilfredo Urbina-Romero, Ricardo Rios
An Introduction to the Modern Martingale Theory and Applications

Texts in Applied Mathematics - Band 81

Martingale theory is a cornerstone of modern probability, offering a natural extension of the study of sums of independent random variables. Although its roots can be traced back to the work of Paul Lévy …

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Biostatistics in Biopharmaceutical Research and Development

The Deming Conference on Applied Statistics has long been deemed an influential event in the biostatistics and biopharmaceutical profession. It provides learning experience on recent developments in stati…

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Mathematical Modeling in Physical Sciences

Springer Proceedings in Mathematics & Statistics - Band 446

This volume gathers selected papers presented at the ICMSQUARE 2023 - 12th International Conference on Mathematical Modeling in Physical Sciences held in Belgrade, Serbia from August 28-31, 2023. This pro…

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Ilija Barukcic
Theoriae causalitatis principia mathematica

Dive into a treasure trove of knowledge with over 1,332 equations, 34 detailed figures, and 81 comprehensive tables. Perfect for students, researchers, and enthusiasts seeking clarity and precision. This …

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Tsung-Wu Ho
Time Series Forecasting using Machine Learning

Preface.- Chapter 1 Time Series Basics in R.- Chapter 2 Predictive Time Series Modelling.- Chapter 3 Forecasting using Machine Learning Methods.- Chapter 4 Special Topics.- Chapter 5 Predictive Case Studi…

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Jolanta Misiewicz
A One-Semester Course on Probability

Springer Undergraduate Mathematics Series

This concise textbook covers the full scope of an introductory course in modern probability theory, from elementary combinatorial methods to the central limit theorem, while maintaining mathematical rigor…

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Statistics for Innovation III

Italian Statistical Society Series on Advances in Statistics

This book presents peer-reviewed short papers on methodological and applied statistical research presented at the Italian Statistical Society's international conference on "Statistics for Innovation&…

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Buch

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