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The original contributions on Bayesian econometrics gathered in this book pay tribute to Sune Karlsson, celebrating his significant work in time series econometrics and its applications in macroeconomics and finance.The volume consists of both methodological and...
Editeur :
Springer
Parution :
2025-10-13
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This book provides a self-contained lecture on a Malliavin calculus approach to asymptotic expansion and weak approximation of stochastic differential equations (SDEs), along with numerical methods for computing parabolic partial differential equations (PDEs)....
Editeur :
Springer
Parution :
2025-10-02
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Für viele NP-schwere Losgrößenprobleme stehen diverse Heuristiken zur Verfügung, die je nach Eigenschaft der Instanz unterschiedliche Lösungsqualitäten und Rechenzeiten aufweisen. Mit zunehmender Problemgröße steigen die...
Editeur :
Springer Gabler
Parution :
2025-09-30
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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 learning. It can be presented as part of statistical learning, or as...
Editeur :
Springer
Parution :
2025-09-30
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Probability and statistics are subjects fundamental to data analysis, making them essential for efficient artificial intelligence. Although the foundational concepts of probability and statistics remain constant, what needs to be taught is constantly evolving.
The...
Editeur :
OUP Oxford
Parution :
2025-09-26
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This book provides a data-driven analysis of shared micromobility in China. Both bike-sharing and e-bike-sharing are considered and several Chinese cities (e.g., Shanghai and Hangzhou) are selected as study cases. It adopts a variety of methods including GIS, big data...
Editeur :
Springer
Parution :
2025-09-26
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Next-Generation Computational Intelligence: Trends and Technologies explores the transformative potential of advanced computational intelligence (CI) methods and their application across modern industries. With the rapid evolution of artificial intelligence, machine...
Editeur :
Springer
Parution :
2025-09-26
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This book is about copies-based nonparametric estimation of the drift function in stochastic differential equations (SDEs) driven by Brownian motion, a jump process, or fractional Brownian motion. While the estimators of the drift function in SDEs are classically...
Editeur :
Springer
Parution :
2025-09-26
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Understand applied statistics and its application in biology research Biology and its related sciences generate prodigious quantities of data through experimentation and observation. Interpreting this data and using it to generate statistically defensible inferences has...
Editeur :
ACSESS
Parution :
2025-09-03
Collection :
ASA, CSSA, and SSSA Books
ePub
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This book mainly provides readers with stochastic and statistical properties of conditional order statistics and conditional spacings as well as some stochastic properties of load-sharing systems. The conditional lifetime is widely used in survival analysis and...
Editeur :
Springer
Parution :
2025-09-01
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This book uses R package, iForecast, to conduct financial economic time series forecasting with machine learning methods, especially the generation of dynamic forecasts out-of-sample. Machine learning methods cover enet, random forecast, gbm, and autoML etc., including...
Editeur :
Springer
Parution :
2025-08-30
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The book provides a comprehensive review of multiple information sources and multi-fidelity Bayesian optimization, specifically focusing on the novel "Augmented Gaussian Process” methodology.The book is important to clarify the relations and the important differences in...
Editeur :
Springer
Parution :
2025-08-30
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This is open access book.
Welcome to The 5th International Conference on New Computational Social Science which will be held on July 11-13, 2025, Guilin, Guangxi, China. The focus of this conference are mainly five aspects: Big data acquisition and analysis,...
Editeur :
Atlantis Press
Parution :
2025-08-23
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Focusing on Habitable Earth for sustainability, this book develops novel and sophisticated deep learning algorithms and explores their successful application in intelligent prediction and recognition of coseismic landslides. These algorithms have originality and unique...
Editeur :
Springer
Parution :
2025-08-18
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This book is devoted to the art and science of web mining — showing how the world's largest information source can be turned into structured, research-ready data. Drawing on many years of teaching graduate courses on Web Mining and on numerous large-scale research...
Editeur :
Springer
Parution :
2025-08-07
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This book is your comprehensive guide into the dynamic intersection of artificial intelligence (AI) and youth mental health. It aims to bridge the gap between cutting-edge AI technology and its transformative potential in addressing youth mental health...
Editeur :
Apress
Parution :
2025-08-01
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This book delves into the comprehensive domain of work-integrated learning, presenting a collection of insights and research on diverse aspects that shape its landscape. With a keen focus on international perspectives and innovative approaches, this book aims to foster...
Editeur :
Springer
Parution :
2025-07-28
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This open access book presents robust statistical methods and procedures through the monitoring approach, with an emphasis on applications to linear regression. Illustrating the theory, it explores both large and small-sample properties. The performance of the forward...
Editeur :
Springer
Parution :
2025-07-26
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This book is divided into five chapters. Chapter 1 introduces the background of the research, the content positioning, and some related open source resources. Chapter 2 discusses some benchmarking issues related to the field of embodied intelligence and mobile robotics....
Editeur :
Springer
Parution :
2025-07-22
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This book is dedicated to the introduction and research on safety and security intelligence science. It is the first time to put forward the idea of intelligence-led safety management, which demonstrates distinct interdisciplinary characteristics. It caters to the needs...
Editeur :
Springer
Parution :
2025-07-19
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