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Aiming to demystify the approach, it explains how to parameterize and compare models while accounting for uncertainties in data, model parameters and model structures. The literature... Læs mere
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This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and... Læs mere
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This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and Bayesian statistics. It also provides a detailed explanation of how to process data in R as well as the respective code.
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This book focuses on the statistical modeling of geophysical and environmental data using Bayesian latent Gaussian models.
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Bemærk: Kan ikke leveres før jul.
Low level scene understanding functions are formulated as various image segmentation problems, where the advantages of probabilistic inference techniques such as Markov Random Fields (MRF) or Mixed Markov Models are considered.
Bemærk: Kan ikke leveres før jul.
This book provides a straightforward look at the concepts, algorithms and advantages of Bayesian Deep Learning and Deep Generative Models.
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Bemærk: Kan ikke leveres før jul.
This book provides a comprehensive coverage of the fundamentals of Bayesian inference from all important perspectives, namely theory, methods and computations. All theoretical results are presented as formal theorems, corollaries, lemmas etc., furnished with detailed proofs.
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This presents recent advancements in probabilistic geotechnical site characterization. It reviews probability theories and models for... Læs mere
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In this Element, the authors introduce Bayesian probability and inference for social science students and practitioners starting from... Læs mere
Bemærk: Kan leveres før jul.
This one- or two-term calculus-based basic probability text is written for majors in mathematics, physical sciences, engineering, statistics, actuarial science, business and finance, operations research, and computer science. 2096 examples and exercises have been included.