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Subjective Probability Models for Lifetimes
Fabio Spizzichino
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• Author(s): Fabio Spizzichino • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: AppliedBayesian methods in reliability cannot be fully utilized without understanding the essential differences that exist between frequentist probabili...
View full detailsBayesian Analysis of Linear Models
Broemeling
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• Author(s): Broemeling • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralWith Bayesian statistics rapidly becoming accepted as a way to solve applied statisticalproblems, the need for a comprehe...
View full detailsIntroduction to Bayesian Data Analysis for Cognitive Science
Bruno Nicenboim, Daniel J. Schad, Shravan Vasishth
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• Author(s): Bruno Nicenboim | Daniel J. Schad | Shravan Vasishth • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: StatisticsThis book introduces Bayesian data analysis and Bayesian cognitive modeling to students and researchers in ...
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 detailsApplied Bayesian Forecasting and Time Series Analysis
Andy Pole, Mike West, Jeff Harrison
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• Author(s): Andy Pole | Mike West | Jeff Harrison • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThis book is about practical forecasting and analysis of time series. It describes how to anal...
View full detailsBayesian Analysis of Capture-Recapture Data with Hidden Markov Models: Theory and Case Studies in R and NIMBLE
Olivier Gimenez
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• Author(s): Olivier Gimenez • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisBayesian Analysis of Capture-Recapture Data with Hidden Markov Models: Theory and Case Studies in R and NI...
View full detailsBayesian Methods for Measures of Agreement
Lyle D. Broemeling
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• Author(s): Lyle D. Broemeling • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisUsing WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, Bayesian Methods ...
View full detailsA Bayesian Introduction to Fish Population Analysis
Joseph E. Hightower
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• Author(s): Joseph E. Hightower • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralA Bayesian Introduction to Fish Population Analysis is aimed at advanced undergraduate and graduate students as ...
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Sudipto Banerjee, Alan E. Gelfand, Bradley P. Carlin
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• Author(s): Sudipto Banerjee | Alan E. Gelfand | Bradley P. Carlin • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThe 3rd edition of this popular and authoritative text on Bayesian modeling a...
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 ...
View full detailsA Bayesian Introduction to Fish Population Analysis
Joseph E. Hightower
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• Author(s): Joseph E. Hightower • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralFisheries science is an applied field. A biologist working on a depleted population might need to forecast the p...
View full detailsBayesian Analysis for Population Ecology
Ruth King, Byron Morgan, Olivier Gimenez
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• Author(s): Ruth King | Byron Morgan | Olivier Gimenez • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisNovel Statistical Tools for Conserving and Managing PopulationsBy gathering inf...
View full detailsMathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition
Peter J. Bickel
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• Author(s): Peter J. Bickel • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralMathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition presents fundamental, classical s...
View full detailsBayesian Regression Modeling with Inla
Xiaofeng Wang
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• Author(s): Xiaofeng Wang • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralINLA stands for Integrated Nested Laplace Approximations, which is a new method for fitting a broad class of Bayesian ...
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Robert Grant, Gian Luca Di Tanna
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• Author(s): Robert Grant | Gian Luca Di Tanna • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Evidence-Based MedicineMeta-analysis is the statistical combination of previously conducted studies, often from summary statistics but s...
View full detailsFoundations of Bayesian Statistics for Data Scientists: With R and Python
Alan Agresti, Maria Kateri, Ranjini Grove
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• Author(s): Alan Agresti | Maria Kateri | Ranjini Grove • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisThis book is an overview of the Bayesian approach to applying the most importa...
View full detailsApplied Survey Data Analysis
Brady T. West
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• Author(s): Brady T. West • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralHighly recommended by the Journal of Official Statistics, The American Statistician, and other top statistical journal...
View full detailsRobust Small Area Estimation: Methods, Theory, Applications, and Open Problems
Jiming Jiang, J. Sunil Rao
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• Author(s): Jiming Jiang | J. Sunil Rao • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Regression AnalysisIn recent years there has been substantial and growing interest in small area estimation (SA...
View full detailsProbability and Statistical Models with Applications
Ch A. Charalambides, M. V. Koutras, N. Balakrishnan
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• Author(s): Ch A. Charalambides | M. V. Koutras | N. Balakrishnan • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisThis monograph of carefully collected articles reviews recent develo...
View full detailsStochastic Modeling of Scientific Data
Peter Guttorp
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• Author(s): Peter Guttorp • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisThis book investigates some simple stochastic models and shows how there is an interplay between the models ...
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Simeon Berman
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• Author(s): Simeon Berman • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisSojourns and Extremes of Stochastic Processes is a research monograph in the area of probability theory. Dur...
View full detailsBayesian Modeling and Computation in Python
Osvaldo A. Martin
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• Author(s): Osvaldo A. Martin • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Computer ScienceBayesian Modeling and Computation in Python aims to help beginner Bayesian practitioners to become intermediate modelers. It uses a hand...
View full detailsMarkov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference, Second Edition
Dani Gamerman, Hedibert Freita Lopes, Hedibert F. Lopes
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• Author(s): Dani Gamerman | Hedibert Freita Lopes | Hedibert F. Lopes • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisIncorporating changes in theory and highlighting various applica...
View full detailsCRC Standard Probability and Statistics Tables and Formulae, Student Edition
Stephen Kokoska, Daniel Zwillinger
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• Author(s): Stephen Kokoska | Daniel Zwillinger • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisUsers of statistics in their professional lives and statistics students will welcome t...
View full detailsUnderstanding Randomness: Exercises for Statisticians
David S. Salsburg
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• Author(s): David S. Salsburg • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisThis concise, easy-to-follow book stimulates interest and develops proficiency in statistical analysis. ...
View full detailsMeasurement Error in Nonlinear Models: A Modern Perspective, Second Edition
Raymond J. Carroll, David Ruppert, Leonard A. Stefanski
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View full detailsDeep-Learning-Assisted Statistical Methods with Examples in R
Tianyu Zhan
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• Author(s): Tianyu Zhan • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisThis book explores how deep learning enhances statistical methods for hypothesis testing, point estimation, op...
View full detailsConditional Measures and Applications
M. M. Rao
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• Author(s): M. M. Rao • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisIn response to unanswered difficulties in the generalized case of conditional expectation and to treat the topic...
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Richard McElreath
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• Author(s): Richard McElreath • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralWinner of the 2024 De Groot Prize awarded by the International Society for Bayesian Analysis (ISBA)Statistical Ret...
View full detailsSubset Selection in Regression
Alan Miller
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• Author(s): Alan Miller • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: GeneralOriginally published in 1990, the first edition of Subset Selection in Regression filled a significant gap in the literature, and its critical and popu...
View full detailsIntroductory Statistical Inference
Nitis Mukhopadhyay
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• Author(s): Nitis Mukhopadhyay • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThis gracefully organized text reveals the rigorous theory of probability and statistical inference in the style ...
View full detailsAdvanced Statistical Methods in Life Science
Basavarajaiah D. M., Narasimhamurthy B
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• Author(s): Basavarajaiah D. M. | Narasimhamurthy B • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisThis book introduces the principles and foundations of advanced statistical method...
View full detailsStatistical Modeling and Applications on Real-Time Problems: Unraveling Insights through Advanced Analytical Techniques
Chandra Shekhar, Raghaw Raman Sinha
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• Author(s): Chandra Shekhar | Raghaw Raman Sinha • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Decision Making & Problem SolvingIn an era dominated by mathematical and statistical models, this book unravels the profound sign...
View full detailsPolya Urn Models
Hosam Mahmoud
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• Author(s): Hosam Mahmoud • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - Bayesian AnalysisIncorporating a collection of recent results, P�lya Urn Models deals with discrete probability through the m...
View full detailsBayesian Survival, Longitudinal, and Joint Models with INLA
Denis Rustand, Janet Van Niekerk, Elias Krainski
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• Author(s): Denis Rustand | Janet Van Niekerk | Elias Krainski • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Probability & Statistics - GeneralThis book provides a comprehensive and practical guide to fitting complex Bayesia...
View full detailsAdvanced Statistical Methods in Life Science
Basavarajaiah D. M., Narasimhamurthy B
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• Author(s): Basavarajaiah D. M. | Narasimhamurthy B • Publisher: CRC Press • Publisher Imprint: Chapman and Hall/CRC • BISAC: Probability & Statistics - Bayesian AnalysisThis book introduces the principles and foundations of advanced statist...
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