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Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program;
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A hands-on introduction to the principles of Bayesian modeling using WinBUGS Bayesian Modeling Using WinBUGS provides an easily accessible;
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analysis, development of population models and the use of subjective judgement. The advantages of Bayesian methods, are also described here, for;
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implement the methods using WinBUGS - the most-widely used Bayesian analysis software in the world - and R - an open-source statistical software;
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sides on the classical vs. Bayesian approach, and many examples in this book are solved using both methods. The results are then compared and;
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Analyze Repeated Measures Studies Using Bayesian Techniques Going beyond standard non-Bayesian books, Bayesian Methods for Repeated;
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Analyze Repeated Measures Studies Using Bayesian Techniques Going beyond standard non-Bayesian books, Bayesian Methods for Repeated;
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averaging, Bayesian Analysis for Population Ecology presents up-to-date methods for analysing complex ecological data. Leaders in the statistical;
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, Bayesian Analysis for Population Ecology presents up-to-date methods for analysing complex ecological data. Leaders in the statistical ecology;
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presents Bayesian statistics using accessible mathematics. The next chapters describe the theory and practice of cost-effectiveness analysis from a;
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presents Bayesian statistics using accessible mathematics. The next chapters describe the theory and practice of cost-effectiveness analysis from a;
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Using WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, Bayesian Methods for Measures of Agreement presents;
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Using WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, Bayesian Methods for Measures of Agreement presents;
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Bayesian Analysis with Stata is written for anyone interested in applying Bayesian methods to real data easily. The book shows how modern;
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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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The use of Bayesian statistics has grown significantly in recent years, and will undoubtedly continue to do so. Applied Bayesian Modelling;
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In many branches of science relevant observations are taken sequentially over time. Bayesian Analysis of Time Series discusses how to use;
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In many branches of science relevant observations are taken sequentially over time. Bayesian Analysis of Time Series discusses how to use;
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Introduction to WinBUGS for Ecologists introduces applied Bayesian modeling to ecologists using the highly acclaimed, free WinBUGS software;
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for the analysis of geo-referenced disease incidence data. Bayesian and multilevel methods provide the required efficiency, and with the;
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analysis, item response theory, latent class analysis, and Bayesian networks. Throughout the book, procedures are illustrated using examples;
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using Bayesian methods and why many of the activities in psychometrics align with Bayesian thinking. The first part of the book;
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, followed by chapters devoted to the Bayesian analysis of such processes. It is important that a chapter devoted to the fundamental concepts;
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, followed by chapters devoted to the Bayesian analysis of such processes. It is important that a chapter devoted to the fundamental concepts;
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Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology;
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Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology;
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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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