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What are the models used in phylogenetic analysis and what exactly is involved in Bayesian evolutionary analysis using Markov chain Monte;
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Bayesian Analysis of Infectious Diseases -COVID-19 and Beyond shows how the Bayesian approach can be used to analyze the evolutionary;
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Collecting Bayesian material scattered throughout the literature, Current Trends in Bayesian Methodology with Applications examines the;
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Collecting Bayesian material scattered throughout the literature, Current Trends in Bayesian Methodology with Applications examines the;
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as empirical and hierarchical Bayes analysis, Bayesian calculation, Bayesian communication, and group decision making. With these changes;
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Bayesian Approaches in Oncology Using R and OpenBUGS serves two audiences: those who are familiar with the theory and applications;
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Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ Key Features A step-by-step guide to conduct Bayesian;
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Master Bayesian Inference through Practical Examples and Computation-Without Advanced Mathematical Analysis Bayesian methods;
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This book gets you up and running with doing complex Bayesian statistics, focussing on applied analysis rather than maths.;
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This book gets you up and running with doing complex Bayesian statistics, focussing on applied analysis rather than maths.;
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statistical problems using Python; * Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems;
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, economics, computer science and Bayesian analysis will benefit from reading this book. With numerous applications included, practitioners of OR;
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estimate of the unknown. Beyond presenting Bayesian theory and methods of analysis, the text is illustrated with a variety of applications to real;
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Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many;
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Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many;
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focused on practical issues, or generally too difficult to understand. Bayesian Analysis Made Simple is aimed at those who wish to apply;
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focused on practical issues, or generally too difficult to understand. Bayesian Analysis Made Simple is aimed at those who wish to apply;
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exclusively to Bayesian methods of analysis for applications to high-throughput gene expression data, exploring the relevant methods that are changing;
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Offering a rich diversity of models, Bayesian phylogenetics allows evolutionary biologists, systematists, ecologists, and epidemiologists;
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, prediction, MCMC,Bayesian regression, and Bayesian analysis of statistical modelsof dependence, and features a focus on copulas for risk management;
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Leverage the full power of Bayesian analysis for competitive advantage Bayesian methods can solve problems you can't reliably handle;
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Since the publication of the second edition, many new Bayesian tools and methods have been developed for space-time data analysis, the;
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Since the publication of the second edition, many new Bayesian tools and methods have been developed for space-time data analysis, the;
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Bayesian Data Analysis in Ecology Using Linear Models with R, BUGS, and STAN examines the Bayesian and frequentist methods;
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, with more extensive discussions on recombination analysis, detecting molecular adaptation and genealogy-based population genetics. Many;
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An essential introductory text linking traditional biostatistics with bayesian methods In recent years, Bayesian methods have seen an;
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