A Student’s Guide to Bayesian Statistics

A Student’s Guide to Bayesian Statistics
Author: Ben Lambert
Publisher: SAGE
Total Pages: 744
Release: 2018-04-20
Genre: Social Science
ISBN: 1526418266


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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 covers: An introduction to probability and Bayesian inference Understanding Bayes′ rule Nuts and bolts of Bayesian analytic methods Computational Bayes and real-world Bayesian analysis Regression analysis and hierarchical methods This unique guide will help students develop the statistical confidence and skills to put the Bayesian formula into practice, from the basic concepts of statistical inference to complex applications of analyses.


A Student’s Guide to Bayesian Statistics
Language: en
Pages: 744
Authors: Ben Lambert
Categories: Social Science
Type: BOOK - Published: 2018-04-20 - Publisher: SAGE

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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
A Student’s Guide to Bayesian Statistics
Language: en
Pages: 744
Authors: Ben Lambert
Categories: Social Science
Type: BOOK - Published: 2018-04-20 - Publisher: SAGE

GET EBOOK

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
Bayesian Statistics for Beginners
Language: en
Pages: 430
Authors: Therese M. Donovan
Categories: Mathematics
Type: BOOK - Published: 2019 - Publisher: Oxford University Press, USA

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This is an entry-level book on Bayesian statistics written in a casual, and conversational tone. The authors walk a reader through many sample problems step-by-
Bayesian Statistics the Fun Way
Language: en
Pages: 258
Authors: Will Kurt
Categories: Mathematics
Type: BOOK - Published: 2019-07-09 - Publisher: No Starch Press

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Fun guide to learning Bayesian statistics and probability through unusual and illustrative examples. Probability and statistics are increasingly important in a
Introduction to Bayesian Statistics
Language: en
Pages: 805
Authors: William M. Bolstad
Categories: Mathematics
Type: BOOK - Published: 2016-09-02 - Publisher: John Wiley & Sons

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"...this edition is useful and effective in teaching Bayesian inference at both elementary and intermediate levels. It is a well-written book on elementary Baye