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Bayesian Nonparametric Data Analysis
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• Author(s): Peter Müller • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - GeneralFrom the Back CoverThis book reviews nonparametric Bayesian methods and models that have proven useful in the context of ...
View full detailsProbability and Bayesian Modeling
Jim Albert
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• Author(s): Jim Albert • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralProbability and Bayesian Modeling is an introduction to probability and Bayesian thinking for undergraduate st...
View full detailsStatistics of Extremes: Theory and Applications
Jan Beirlant
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• Author(s): Jan Beirlant • Publisher: Wiley • Publisher Imprint: Wiley • BISAC: Probability & Statistics - GeneralResearch in the statistical analysis of extreme values has flourished over the past decade: new probability models, inference a...
View full detailsBayesian Model Selection and Statistical Modeling
Tomohiro Ando
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• Author(s): Tomohiro Ando • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisAlong with many practical applications, Bayesian Model Selection and Statistical Modeling present...
View full detailsBayesian Applications in Environmental and Ecological Studies with R and Stan
Song S. Qian
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• Author(s): Song S. Qian • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralModern ecological and environmental sciences are dominated by observational data. As a result, traditional s...
View full detailsEinführung in Die Stochastik: Mit Elementen Der Bayes-Statistik Und Der Analyse Unscharfer Information
R. K. W. Viertl
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• Author(s): R. K. W. Viertl • Publisher: Springer • Publisher Imprint: Springer • BISAC: Computer ScienceDie Neuauflage behandelt verschiedene Wahrscheinlichkeitsbegriffe, inklusive neuester unscharfer Wahrscheinlichkeiten, Wahrscheinlichkeitsr�...
View full detailsBayesian Analysis with Python - Third Edition: A practical guide to probabilistic modeling
Osvaldo Martin
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• Author(s): Osvaldo Martin • Publisher: Packt Publishing • Publisher Imprint: Packt Publishing • BISAC: Data Science - GeneralLearn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and mo...
View full detailsStatistical Inference: An Integrated Bayesian/Likelihood Approach
Murray Aitkin
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• Author(s): Murray Aitkin • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralFilling a gap in current Bayesian theory, Statistical Inference: An Integrated Bayesian/Likelihood Approach...
View full detailsAn Introduction to Bayesian Inference, Methods and Computation
Nick Heard
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• Author(s): Nick Heard • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - Bayesian AnalysisThese lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers t...
View full detailsThe Oxford Handbook of Applied Bayesian Analysis
Anthony O' Hagan, Mike West
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• Author(s): Anthony O' Hagan | Mike West • Publisher: OUP UK • Publisher Imprint: OUP UK • BISAC: Probability & Statistics - Bayesian AnalysisBayesian analysis has developed rapidly in applications in the last two decades and research in Bay...
View full detailsBayesian Networks for Probabilistic Inference and Decision Analysis in Forensic Science
Franco Taroni
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• Author(s): Franco Taroni • Publisher: Wiley • Publisher Imprint: Wiley • BISAC: Probability & Statistics - Bayesian AnalysisBayesian Networks “This book should have a place on the bookshelf of every forensic scientist who cares about the s...
View full detailsDoing Bayesian Data Analysis: A Tutorial with R, Jags, and Stan
John Kruschke
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• Author(s): John Kruschke • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Mathematical AnalysisDoing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conductin...
View full detailsThe BUGS Book: A Practical Introduction to Bayesian Analysis
David Lunn
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• Author(s): David Lunn • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisBayesian statistical methods have become widely used for data analysis and modelling in recent years...
View full detailsThe Bugs Book: A Practical Introduction to Bayesian Analysis
David Lunn
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• Author(s): David Lunn • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisBayesian statistical methods have become widely used for data analysis and modelling in recent years...
View full detailsBayesian Inference: Theory, Methods, Computations
Silvelyn Zwanzig
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• Author(s): Silvelyn Zwanzig • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisBayesian Inference: Theory, Methods, Computations provides a comprehensive coverage of the fun...
View full detailsCase Studies in Bayesian Statistics: Volume IV
Constantine Gatsonis
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• Author(s): Constantine Gatsonis • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - GeneralBayesian approaches to data analysis sometimes offer important advantages over classical methods. This collection...
View full detailsContemporary Bayesian Econometrics and Statistics
John Geweke
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• Author(s): John Geweke • Publisher: Wiley-Interscience • Publisher Imprint: Wiley-Interscience • BISAC: EconometricsTools to improve decision making in an imperfect world This publication provides readers with a thorough understanding of Bayes...
View full detailsA First Course in Bayesian Statistical Methods
Peter D. Hoff
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• Author(s): Peter D. Hoff • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - Bayesian Analysis A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical underst...
View full detailsIntroduction to Bayesian Estimation and Copula Models of Dependence
Arkady Shemyakin
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• Author(s): Arkady Shemyakin • Publisher: Wiley • Publisher Imprint: Wiley • BISAC: Probability & Statistics - Bayesian AnalysisPresents an introduction to Bayesian statistics, presents an emphasis on Bayesian methods (prior and posterior), ...
View full detailsBayesian Data Analysis, Third Edition
Andrew Gelman
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• Author(s): Andrew Gelman • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralWinner of the 2016 De Groot Prize from the International Society for Bayesian AnalysisNow in its third edition, this c...
View full detailsBayesian Biostatistics
Donald A. Berry
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• Author(s): Donald A. Berry • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThis work provides descriptions, explanations and examples of the Bayesian approach to statistics, demons...
View full detailsBayesian Models for Categorical Data
Peter Congdon
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• Author(s): Peter Congdon • Publisher: Wiley • Publisher Imprint: Wiley • BISAC: Probability & Statistics - Bayesian AnalysisThe use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statisti...
View full detailsFundamentals of Nonparametric Bayesian Inference
Subhashis Ghosal, Aad Van Der Vaart
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• Author(s): Subhashis Ghosal | Aad Van Der Vaart • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Probability & Statistics - GeneralExplosive growth in computing power has made Bayesian methods...
View full detailsApplied Bayesian Modelling
Peter Congdon
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• Author(s): Peter Congdon • Publisher: Wiley • Publisher Imprint: Wiley • BISAC: Probability & Statistics - Bayesian AnalysisThis book provides an accessible approach to Bayesian computing and data analysis, with an emphasis on the interpret...
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Vladimir Savchuk
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• Author(s): Vladimir Savchuk • Publisher: Springer • Publisher Imprint: Atlantis Press • BISAC: Probability & Statistics - GeneralBayesian methods are growing more and more popular, finding new practical applications in the fields of health ...
View full detailsAdvancements in Bayesian Methods and Implementations
Alastair G. Young
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• Author(s): Alastair G. Young • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Probability & Statistics - Stochastic ProcessesAdvancements in Bayesian Methods and Implementation, Volume 47 in the Handbook of Statistic...
View full detailsHandbook of Bayesian Variable Selection
Mahlet G. Tadesse
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• Author(s): Mahlet G. Tadesse • Publisher: Taylor & Francis • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisBayesian variable selection has experienced substantial developments over the past 30 years w...
View full detailsA Student's Guide to Bayesian Statistics
Ben Lambert
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• Author(s): Ben Lambert • Publisher: Sage Publications Ltd • Publisher Imprint: Sage Publications Ltd • BISAC: Probability & Statistics - Bayesian AnalysisWithout sacrificing technical integrity for the sake of simplicity, the author draws u...
View full detailsThe Manual of Strategic Economic Decision Making: Using Bayesian Belief Networks to Solve Complex Problems
Jeff Grover
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• Author(s): Jeff Grover • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - GeneralFrom the Back CoverThis book is an extension of the author's first book and serves as a guide and manual on how to specify...
View full detailsBayesian Inference: Statistical and Probabilistic Mathematics
Arthur Gray
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• Author(s): Arthur Gray • Publisher: Murphy & Moore Publishing • Publisher Imprint: Murphy & Moore Publishing • BISAC: Probability & Statistics - Bayesian AnalysisThe branch of statistical inference which employs the principles of Ba...
View full detailsEssential Bayesian Models
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• Author(s): C. R. Rao • Publisher: North-Holland • Publisher Imprint: North-Holland • BISAC: Probability & Statistics - Bayesian AnalysisThis accessible reference includes selected contributions from Bayesian Thinking - Modeling and Computat...
View full detailsMaximum Entropy and Bayesian Methods in Applied Statistics
James H. Justice, James H. Justice
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• Author(s): James H. Justice | James H. Justice • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Probability & Statistics - GeneralThis collection of papers by leading researchers in their resp...
View full detailsCase Studies in Bayesian Statistics: Volume VI
Constantine Gatsonis
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• Author(s): Constantine Gatsonis • Publisher: Springer • Publisher Imprint: Springer • BISAC: Probability & Statistics - GeneralBayesian approaches to data analysis sometimes offer important advantages over classical methods. This collection...
View full detailsRethinking the Foundations of Statistics
Joseph B. Kadane, Mark J. Schervish, Teddy Seidenfeld
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• Author(s): Joseph B. Kadane | Mark J. Schervish | Teddy Seidenfeld • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Probability & Statistics - GeneralThis important collection of essays is a s...
View full detailsPractical Bayesian Inference
Coryn A. L. Bailer-Jones
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• Author(s): Coryn A. L. Bailer-Jones • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Probability & Statistics - GeneralScience is fundamentally about learning from data, and doing so in the pr...
View full detailsBayesian Statistical Methods: With Applications to Machine Learning
Brian J. Reich, Sujit K. Ghosh
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• Author(s): Brian J. Reich | Sujit K. Ghosh • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: AppliedThis book provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. Compared ...
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