Serija: Challenges in Geotechnical and Rock Engineering
(Išleidimo metai: 07-Aug-2024, PDF+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781040097779)
Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization.Two types of...Daugiau...
Serija: Challenges in Geotechnical and Rock Engineering
(Išleidimo metai: 07-Aug-2024, EPUB+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781040097823)
Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization.Two types of...Daugiau...
(Išleidimo metai: 29-Jan-2024, EPUB+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781003832560)
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 (m...Daugiau...
(Išleidimo metai: 29-Jan-2024, PDF+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781003832430)
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 (m...Daugiau...
The second edition of this practical book equips social science researchers to apply the latest Bayesian methodologies to their data analysis problems. It includes new chapters on model uncertainty, Bayesian variable selection and sparsity, and Bayes...Daugiau...
This book introduces the concept of "e;bespoke learning"e;, 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 generall...Daugiau...
This book introduces the concept of "e;bespoke learning"e;, 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 generall...Daugiau...
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 rea...Daugiau...
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 rea...Daugiau...
(Išleidimo metai: 25-May-2023, EPUB+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781000876680)
This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-k...Daugiau...
(Išleidimo metai: 25-May-2023, PDF+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781000876659)
This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-k...Daugiau...
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 stud...Daugiau...
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 stud...Daugiau...
The book shows how risk, defined as the statistical expectation of loss, can be formally decomposed as the product of two terms: hazard probability and system vulnerability. This requires a specific definition of vulnerability that replaces the many...Daugiau...
The book shows how risk, defined as the statistical expectation of loss, can be formally decomposed as the product of two terms: hazard probability and system vulnerability. This requires a specific definition of vulnerability that replaces the many...Daugiau...
(Išleidimo metai: 29-Aug-2022, EPUB+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781351018760)
Modern ecological and environmental sciences are dominated by observational data. As a result, traditional statistical training often leaves scientists ill-prepared for the data analysis tasks they encounter in their work. Bayesian methods provide a...Daugiau...
(Išleidimo metai: 29-Aug-2022, PDF+DRM, Leidėjas: Taylor & Francis Ltd, ISBN-13: 9781351018777)
Modern ecological and environmental sciences are dominated by observational data. As a result, traditional statistical training often leaves scientists ill-prepared for the data analysis tasks they encounter in their work. Bayesian methods provide a...Daugiau...
