Stochastik – alle Bücher und LPs, Seite 7

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Carlos Fernandez-Granda
Probability and Statistics for Data Science

This accessible book for graduate students and data scientists provides a solid background in probabilistic and statistical concepts relevant to data science. Emphasis is placed on practice, with examples…

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Asymptotic and Methodological Statistics

This book on asymptotic and methodological statistics celebrates the distinguished career of Marie Hušková and her foundational work in modern mathematical statistics. It brings together original research…

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Vithala R. Rao
Applied Conjoint Analysis

This book provides different applications and methods of conjoint analysis in marketing. It gives an introduction into the basic ideas of conjoint analysis and describes the steps involved in designing a …

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Rosario Toscano
Solving Optimization Problems with the Heuristic Kalman Algorithm

1 Introduction.- 2 Stochastic Optimization Methods.- 3 Heuristic Kalman Algorithm.- 4 Some Notions on System Modeling.- 5 Robust Control of Uncertain Parametric Systems.- 6 Preventive Maintenance.- 7 Mach…

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Song Il Ri, Gyong Jin Jo, Song Myong Guan
Theory of Series

In analysis, series occupies a special place and is used in many fields not only in analytical science but also in various subjects of mathematics, including differential equations, computational mathemat…

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Unconventional Computation and Natural Computation

This book constitutes the proceedings of the 22nd International Conference on Unconventional Computation and Natural Computation, UCNC 2025, held in Nice, France, during September 1-5, 2025.The 24 full pa…

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Olle Haggstrom, Haggstrom Olle, Olle H. Ggstr M.
Finite Markov Chains and Algorithmic Applications

The author develops the necessary background in probability theory and Markov chains then discusses important computing applications.

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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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Mike Nguyen
Advanced Modeling and Data Challenges

Missing data. - Variable transformation. - Variable selection. - Hypothesis testing.- Marginal effects. - Mediation.

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Machine Learning Perspectives of Agent-Based Models

Agent-Based Models and the Economics of Crisis.- The Machine Learning perspective.- Setting up Agent-Based Models of Crisis (Microeconomic Model of Crisis; Virus on a Network Spread Model).- Developing mo…

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Statistics for Innovation IV

Preface.- Contributed Sessions 3.

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Alain Franc
Linear Dimensionality Reduction

Introduction.- 2. Principal Component Analysis (PCA).- 3. Complements on PCA.- 4. PCA with Metrics on Rows and Columns.- 5. Correspondence Analysis.- 6. PCA with Instrumental Variables.- 7. Canonical Corr…

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Dany Cajas
Advanced Portfolio Optimization

This book is an innovative and comprehensive guide that provides readers with the knowledge about the latest trends, models and algorithms used to build investment portfolios and the practical skills nece…

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Cynthia Fraser
Business Statistics for Competitive Advantage with Excel and JMP

This book is the latest title of the popular Excel textbook; redesigned, while including interactive, user-friendly JMP to encourage business students to develop competitive advantages for use in their fu…

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Scientific Computing in Electrical Engineering

This volume comprises selected papers presented at the 14th International Conference on Scientific Computing in Electrical Engineering, SCEE 2022, held in Amsterdam, The Netherlands, in July 2022. The aim…

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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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Mathematical Methods for Engineering Applications

These proceedings gather selected, peer-reviewed papers presented at the IV International Conference on Mathematics and its Applications in Science and Engineering - ICMASE 2023, held on July 12-14, 2023 …

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New Frontiers in Statistics and Data Science

This volume showcases a collection of thirty-two peer-reviewed articles presented at the XXVI Congress of the Portuguese Statistical Society (2023). It covers a wide range of cutting-edge topics in both t…

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Likelihood Ratio Tests and Related Topics in Multivariate Analysis

This book of selected works exhibits a significant part of Carlos A. Coelho's research activity in multivariate statistics, focusing on topics related to likelihood ratio tests. After two introductory cha…

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New Trends in Bayesian Statistics

By integrating cutting-edge statistical research with diverse applications, this book serves as both a reference and an inspiration for those interested in advancing Bayesian methodologies. This volume br…

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