Search query: introduction to bayesian statistics

Product: The BUGS Book: A Practical Introduction to Bayesian Analysis (Chapman & Hall/CRC Texts in Statistical Science)
Description: 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 introduces regression models, techniques for criticism and comparison, and a wide range of modelling issues before going into the vital area of hierarchical models, one of the most common applications of Bayesian methods. It deals with essentials of modelling without getting bogged down in complexity. The book emphasises model criticism, model comparison, sensitivity analysis to alternative priors, and thoughtful choice of prior distributions—all those aspects of the "art" of modelling that are easily overlooked in more theoretical expositions.

More pragmatic than ideological, the authors systematically work through the large range of "tricks" that reveal the real power of the BUGS software, for example, dealing with missing data, censoring, grouped data, prediction, ranking, parameter constraints, and so on. Many of the examples are biostatistical, but they do not require domain knowledge and are generalisable to a wide range of other application areas.

Full code and data for examples, exercises, and some solutions can be found on the book’s website.
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Introduction To Probability
Brand: Brand: Athena Scientific
Description: crs7
Brand New Textbook
U.S Edition
Fast shipping
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Introduction to Probability with Texas Hold 'em Examples
Brand: CRC Press
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: A Student’s Guide to Bayesian Statistics
Brand: SAGE Publications Ltd
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Reasoning with Data: An Introduction to Traditional and Bayesian Statistics Using R
Brand: The Guilford Press
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
Brand: Springer
This book presents some of the most important modeling and prediction techniques, along with relevant applications
Topics include linear regression, classification, re-sampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented.
Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Introduction to the New Statistics: Estimation, Open Science, and Beyond
Brand: Routledge
Routledge
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Bayesian Analysis with Python: Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ, 2nd Edition
Brand: Packt Publishing
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: An Introduction to Categorical Data Analysis, 3rd Edition (Wiley Series in Probability and Statistics)
Brand: Wiley
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Introduction to Bayesian Statistics
Brand: Wiley
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): E

Product: Introduction to Probability, Statistics, and Random Processes
Brand: Kappa Research, LLC
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Bayes' Rule: A Tutorial Introduction to Bayesian Analysis
Brand: Tutorial Introductions
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Introduction to Bayesian Statistics
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): E

Product: Introduction to Bayesian Statistics, 2nd Edition
Brand: Wiley-Interscience
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): E

Product: Introduction to Applied Bayesian Statistics and Estimation for Social Scientists (Statistics for Social and Behavioral Sciences)
Brand: Springer
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S

Product: Introduction to Probability, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)
Brand: Chapman and Hall/CRC
Relevance (ESCI, E=Exact S=Substitute C=Complement I=Irrelevant): S