This book offers a comprehensive discussion of the Bayesian inference framework and demonstrates why this probabilistic approach is ideal for tackling the various modelling pro...Loe edasi...
(Ilmumisaeg: 03-Jun-2025, Hardback, Kirjastus: Princeton University Press, ISBN-13: 9780691250120)
A fully updated and expanded edition of the essential primer on Bayesian modeling for ecologistsUniquely suited to deal with complexity in a statistically coherent way, Bayesian modeling has become an indispensable tool for ecological research. This...Loe edasi...
(Ilmumisaeg: 01-Jun-2025, Other book format, Kirjastus: Princeton University Press, ISBN-13: 9780691271453)
A fully updated and expanded edition of the essential primer on Bayesian modeling for ecologistsUniquely suited to deal with complexity in a statistically coherent way, Bayesian modeling has become an indispensable tool for ecological research. This...Loe edasi...
The book builds on the analogy between social groups and assemblies of molecules to introduce the concepts of statistical mechanics, machine learning and data science. Applying a data analytics approach to molecular systems, we show how individual...Loe edasi...
A fascinating intellectual history that takes a comparatively little-known but important idea and shows how it affects huge areas of our lives...Loe edasi...
(Ilmumisaeg: 15-Dec-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031731631)
This book provides a unifying approach to the study of statistical laws, critically evaluating their role in the theoretical understanding of complex systems and the different data-analysis methods used to evaluate them. Statistical laws describe...Loe edasi...
Sari: Elements in Quantitative and Computational Methods for the Social Sciences
(Ilmumisaeg: 24-Oct-2024, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009494694)
In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from the absolute beginning and walk readers steadily through the Element. No previous knowledge is required other than t...Loe edasi...
In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from the absolute beginning and walk readers steadily through the Element. No previous knowledge is required other than t...Loe edasi...
Offering a step-by-step approach for applying the Nonparametric Method with the Bayesian Approach to model complex relationships occurring in Reliability Engineering, Quality Management, and Operations Research, it also discusses survival and cens...Loe edasi...
This book illustrates different techniques and structures that are used in knowledge representation and machine learning. The aim of this book is to draw the attention of graduates, researchers and practitioners working in field of information techno...Loe edasi...
(Ilmumisaeg: 01-Sep-2024, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611978049)
Nonlocal models bypass classical PDE constraints by effectively capturing discontinuities and multiscale dynamics. Detailed analysis and discretization approaches in this work pave the way for practical applications in diffusion, fracture mechanics,...Loe edasi...
This presents recent advancements in probabilistic geotechnical site characterization. It reviews probability theories and models for cross correlation and spatial correlation, and presents methods for Bayesian parameter estimation and prediction....Loe edasi...
This book introduces the concept of “bespoke learning”, a new mechanistic approach that makes it possible to generate values of an output variable at each designated value of an associated input variable. Here the output variable generally provide...Loe edasi...
(Ilmumisaeg: 02-Jul-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031579226)
This book presents fundamental relations between random walks on graphs and field theories of mathematical physics. Such relations have been explored for several decades and remain a rapidly developing research area in probability theory.Th...Loe edasi...
This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the...Loe edasi...
Presents modern Bayesian statistical models and methods for identifying treatments tailored to individual patients using their prognostic variables and predictive biomarkers. Bayesian Precision Medicine presents modern Bayesi...Loe edasi...
A fascinating intellectual history that takes a comparatively little-known but important idea and shows how it affects huge areas of our lives...Loe edasi...
This book provides a comprehensive review of novel adaptive trial designs for targeted therapies and immunotherapies. This book covers a wide range of novel statistical designs for various clinical settings, including early phase dose-escalation s...Loe edasi...
This book is devoted to a special class of engineering problems called Bayesian inverse problems. These problems comprise not only the probabilistic Bayesian formulation of engineering problems, but also the associated stochastic simulation...Loe edasi...
