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Alain Franc
Linear Dimensionality Reduction

Lecture Notes in Statistics - Band 228

This book provides an overview of some classical linear methods in Multivariate Data Analysis. This is an old domain, well established since the 1960s, and refreshed timely as a key step in statistical le…

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Inverse Problems: Modelling and Simulation

Trends in Mathematics - Band 11

This volume presents the latest theoretical and experimental advancements in the field of inverse problems in recent years. It includes outstanding research results that reflect current theoretical and nu…

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Mike Nguyen
Advanced Modeling and Data Challenges

This volume addresses the complexities of real-world data analysis, offering clear guidance through common challenges such as missing data, model specification, variable selection, and hypothesis testing.…

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Jos W. R. Twisk
Basic Principles of Applied Medical Statistics

This book describes the basic principles of medical statistics. Although there are many texts on this topic, this one is different in that it limits the mathematics to an absolute minimum. It will therefo…

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Data Science, Classification, and Artificial Intelligence for Modeling Decision Making

Studies in Classification, Data Analysis, and Knowledge Organization

This book gathers selected and peer-reviewed contributions presented at the 18th Conference of the International Federation of Classification Societies (IFCS 2024), held in San José, Costa Rica, July 15--…

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Gernot Wassmer, Werner Brannath
Group Sequential and Confirmatory Adaptive Designs in Clinical Trials

Springer Series in Pharmaceutical Statistics

This book provides an up-to-date review of the general principles and techniques of confirmatory adaptive designs, a generalization of group sequential designs. With these designs, interim analyses are pe…

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Spectral and High-Order Methods for Partial Differential Equations ICOSAHOM 2023

The book consists of contributions by plenary speakers and other speakers at the ICOSAHOM 2023 which was held at Yonsei University, Korea during Aug 14-18, 2023 . The subjects of the book focus on recent …

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Applications of Computational Intelligence in Management and Mathematics I

This volume encapsulates the collective knowledge shared and innovations presented at the 9th International Conference on Computers, Management & Mathematical Sciences (ICCM) 2023 held on the 24th and…

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Mike Nguyen
Foundations of Data Analysis

This volume is designed not only as a foundation for mastering modern data analysis but also as a trusted companion for revision and review. Whether you're encountering these ideas for the first time or r…

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Applied Algorithms

This book constitutes the refereed proceedings of the Third International Conference on Applied Algorithms, ICAA 2026, held in Kolkata, India, during January 7--9, 2026.The 33 full papers presented in thi…

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Handbook of Blockchain Analytics

This handbook delves into the multifaceted domain of blockchain technology and its applications, offering insights across technological, economic, and practical dimensions. It is divided into several part…

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Advances in Shrinkage and Penalized Estimation Strategies

Emerging Topics in Statistics and Biostatistics

This book is a tribute to Professor A. K. Md. Ehsanes Saleh, a distinguished figure in the field of statistics known for his pioneering work, including the development of the "Preliminary Test Approa…

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Methodological and Applied Statistics and Demography IV

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

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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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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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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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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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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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