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A Student's Guide to Bayesian Statistics
Supported by a wealth of learning features, exercises, and visual elements as well as online video tutorials and interactive simulations, this book is the first student-focused introduction to Bayesian statistics. Without sacrificing technical integrity for the sake of simplicity, the author draws upon accessible, student-friendly language to provide approachable instruction perfectly aimed at statistics and Bayesian newcomers. Through a logical structure that introduces and builds upon key concepts in a gradual way and slowly acclimatizes students to using R and Stan software, the book cove... [Read More]
- ASIN: 1473916364
- ASIN: 1473916364
- ISBN: 1473916364
- Brand: SAGE Publications Ltd
- Manufacturer: SAGE Publications Ltd
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-worl... [Read More]
- ASIN: 1461471370
- ASIN: 1461471370
- ISBN: 1461471370
- Brand: Springer
- Manufacturer: Springer
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An Introduction to Medical Statistics
Now in its Third Edition, An Introduction to Medical Statistics contin ues to be and invaluable textbook for medical students, doctors, medic al researchers, nurses, members of professionals allied to medicine as well as those concerned with medical data. The material covered inclu des all the statistical work that would be required for a course in me dicine and for the examinations of most of the Royal Colleges. It incl udes the design of clinical trials and epidemiological studies, data c ollection, summarizing and presenting data, probability, standard erro r, confidence intervals and signi... [Read More]
- ASIN: 0199589925
- ASIN: 0199589925
- ISBN: 0199589925
- Brand: OXFORD UNIVERSITY PRESS ACADEM
- Manufacturer: Oup Oxford
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Introduction to Empirical Bayes: Examples from Baseball Statistics
Learn to use empirical Bayesian methods for estimating binomial proportions, through a series of intuitive examples drawn from baseball statistics. These methods are effective in estimating click-through rates on ads, success rates of experiments, and other situations common in modern data science.You'll learn both the theory and the practice behind empirical Bayes, including computing credible intervals, performing Bayesian A/B testing, and fitting mixture models. Each example is accompanied with visualizations to demonstrate the mathematical concepts, as well as R code that can be adapted to... [Read More]
- ASIN: B06WP26J8Q
- ASIN: B06WP26J8Q
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Introduction to Mathematical Statistics
Printed in Asia - Carries Same Contents as of US edition - Opt Expedited Shipping for 3 to 4 day delivery -
- ASIN: 9332519110
- ASIN: 9332519110
- ISBN: 9789332519114
- Manufacturer: Pearson India
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Introduction to Probability and Statistics from a Bayesian Viewpoint
The two parts of this book treat probability and statistics as mathematical disciplines and with the same degree of rigour as is adopted for other branches of applied mathematics at the level of a British honours degree. They contain the minimum information about these subjects that any honours graduate in mathematics ought to know. They are written primarily for general mathematicians, rather than for statistical specialists or for natural scientists who need to use statistics in their work. No previous knowledge of probability or statistics is assumed, though familiarity with calculus and li... [Read More]
- ASIN: 0521298679
- ASIN: 0521298679
- ISBN: 0521298679
- Brand: Brand: Cambridge University Press
- Manufacturer: Cambridge University Press
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Introduction To Probability
An intuitive, yet precise introduction to probability theory, stochastic processes, and probabilistic models used in science, engineering, economics, and related fields. The 2nd edition is a substantial revision of the 1st edition, involving a reorganization of old material and the addition of new material. The length of the book has increased by about 25 percent. The main new feature of the 2nd edition is thorough introduction to Bayesian and classical statistics. The book is the currently used textbook for "Probabilistic Systems Analysis," an introductory probability course at the Massachuse... [Read More]
- ASIN: 188652923X
- ASIN: 188652923X
- ISBN: 188652923X
- Brand: Brand: Athena Scientific
- Manufacturer: Athena Scientific
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Introduction to Applied Bayesian Statistics and Estimation for Social Scientists (Statistics for Social and Behavioral Sciences)
This book outlines Bayesian statistical analysis in great detail, from the development of a model through the process of making statistical inference. The key feature of this book is that it covers models that are most commonly used in social science research - including the linear regression model, generalized linear models, hierarchical models, and multivariate regression models - and it thoroughly develops each real-data example in painstaking detail.
- ASIN: 038771264X
- ASIN: 038771264X
- ISBN: 038771264X
- Manufacturer: Springer
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The BUGS Book: A Practical Introduction to Bayesian Analysis (Chapman & Hall/CRC Texts in Statistical Science)
Bayesian statistical methods have become widely used for data analysis and modelling in recent years, and the BUGS software has become the most popular software for Bayesian analysis worldwide. Authored by the team that originally developed this software, The BUGS Book provides a practical introduction to this program and its use. The text presents complete coverage of all the functionalities of BUGS, including prediction, missing data, model criticism, and prior sensitivity. It also features a large number of worked examples and a wide range of applications from various disciplines.The book i... [Read More]
- ASIN: B00CEN4YE4
- ASIN: B00CEN4YE4
- Manufacturer: Chapman and Hall/CRC
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Introduction to Bayesian Estimation and Copula Models of Dependence
Presents an introduction to Bayesian statistics, presents an emphasis on Bayesian methods (prior and posterior), Bayes estimation, prediction, MCMC,Bayesian regression, and Bayesian analysis of statistical modelsof dependence, and features a focus on copulas for risk management Introduction to Bayesian Estimation and Copula Models of Dependence emphasizes the applications of Bayesian analysis to copula modeling and equips readers with the tools needed to implement the procedures of Bayesian estimation in copula models of dependence. This book is structured in two parts: the first four chapters... [Read More]
- ASIN: 1118959019
- ASIN: 1118959019
- ISBN: 9781118959015
- Manufacturer: Wiley
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Introduction to Hierarchical Bayesian Modeling for Ecological Data (Chapman & Hall/CRC Applied Environmental Statistics)
Making statistical modeling and inference more accessible to ecologists and related scientists, Introduction to Hierarchical Bayesian Modeling for Ecological Data gives readers a flexible and effective framework to learn about complex ecological processes from various sources of data. It also helps readers get started on building their own statistical models. The text begins with simple models that progressively become more complex and realistic through explanatory covariates and intermediate hidden states variables. When fitting the models to data, the authors gradually present the concepts... [Read More]
- ASIN: 1584889195
- ASIN: 1584889195
- ISBN: 1584889195
- Manufacturer: Chapman and Hall/CRC
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The Humongous Book of Statistics Problems (Humongous Books)
A brain explains... Most math and science study guides are dry and difficult, but this is the exception. Following the successful The Humongous Books in calculus and algebra, bestselling author Mike Kelley takes a typical statistics workbook, full of solved problems, and writes notes in the margins, adding missing steps and simplifying concepts and solutions. By learning how to interpret and solve problems as they are presented in statistics courses, students prepare to solve those difficult problems that were never discussed in class but are always on exams. •With annotated notes and expla... [Read More]
- ASIN: 1592578659
- ASIN: 1592578659
- ISBN: 1592578659
- Brand: Alpha Books
- Manufacturer: Alpha
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Introduction to Bayesian Networks
In recent years Bayesian networks have attracted much attention in research institutions and industry. This book addresses persons who are interested in exploiting the Bayesian network approach for the construction of decision support systems or expert systems. The theoretical exposition of the book is self-contained and does not require any special mathematical prerequisites. The book includes a PC-diskette with a restricted version of HUGIN. The diskette includes a tool for building Bayesian networks, a library of examples, and a library of proposed solutions to some of the exercises.
- ASIN: 0387915028
- ASIN: 0387915028
- ISBN: 0387915028
- Brand: Springer
- Manufacturer: Springer
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R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of t... [Read More]
- ASIN: 1491910399
- ASIN: 1491910399
- ISBN: 1491910399
- Brand: O Reilly Media
- Manufacturer: O'Reilly Media
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Bayesian Data Analysis (Chapman & Hall/CRC Texts in Statistical Science)
Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors―all leaders in the statistics community―introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examp... [Read More]
- ASIN: 1439840954
- ASIN: 1439840954
- ISBN: 1439840954
- Brand: Brand: Chapman and Hall/CRC
- Manufacturer: Chapman and Hall/CRC
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Bayesian Statistics : An Introduction
"- Presents extensive examples throughout the book to complement the theory presented.Includes significant new material on recent techniques such as variational methods, importance sampling, approximate computation and reversible jump
- UPC: 19894312
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Introduction to Bayesian Statistics - eBook
"...this edition is useful and effective in teaching Bayesian inference at both elementary and intermediate levels. It is a well-written book on elementary Bayesian inference, and the material is easily accessible. It is both concise
- UPC: 418430949
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Bayesian Ideas and Data Analysis : An Introduction for Scientists and Statisticians
"Emphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians presents statistical tools to address scientific questions. It highlights foundational issues in statistics,
- UPC: 10667982
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Introduction to Bayesian Estimation and Copula Models of Dependence - eBook
Presents an introduction to Bayesian statistics, presents an emphasis on Bayesian methods (prior and posterior), Bayes estimation, prediction, MCMC,Bayesian regression, and Bayesian analysis of statistical modelsof dependence, and features a focus on copulas for risk
- UPC: 898929529
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Reasoning with Data : An Introduction to Traditional and Bayesian Statistics Using R
Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are.
- UPC: 55423826
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Introduction to Applied Bayesian Statistics and Estimation for Social Scientists
"Introduction to Applied Bayesian Statistics and Estimation for Social Scientists" covers the complete process of Bayesian statistical analysis in great detail from the development of a model through the process of making statistical inference. The
- UPC: 6094574
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Elements of Probability and Statistics : An Introduction to Probability with de Finetti's Approach and to Bayesian Statistics
Details Coming Soon
- UPC: 50087705
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Bayes' Rule with R : A Tutorial Introduction to Bayesian Analysis
Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is
- UPC: 158290451
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Computational Bayesian Statistics : An Introduction
9781108481038
- UPC: 886126078
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Bayes' Rule : A Tutorial Introduction to Bayesian Analysis
In this richly illustrated book, a range of accessible examples are used to show how Bayes' rule is actually a natural consequence of commonsense reasoning. The tutorial style of writing, combined with a comprehensive glossary,
- UPC: 28422767
Introduction to Bayesian statistics, part 1: The basic concepts
Introduction to Bayesian data analysis - part 1: What is Bayes?
17. Bayesian Statistics
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