Doing Bayesian Data Analysis

Doing Bayesian Data Analysis

Author: John K. Kruschke

Publisher: Academic Press

ISBN: 0124058884

Category: Mathematics

Page: 759

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Provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. The book begins with the basics, including essential concepts of probability and random sampling, and gradually progresses to advanced hierarchical modeling methods for realistic data.
Doing Bayesian Data Analysis
Language: en
Pages: 759
Authors: John K. Kruschke
Categories: Mathematics
Type: BOOK - Published: 2014-11-03 - Publisher: Academic Press

Provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. The book begins with the basics, including essential concepts of probability and random sampling, and gradually progresses to advanced hierarchical modeling methods for realistic data.
Doing Bayesian Data Analysis, 2nd Edition
Language: en
Pages: 776
Authors: John Kruschke
Categories: Mathematics
Type: BOOK - Published: 2014 - Publisher:

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the popular and free software R and
Bayesian inference with INLA
Language: en
Pages: 316
Authors: Virgilio Gomez-Rubio
Categories: Mathematics
Type: BOOK - Published: 2020-02-20 - Publisher: CRC Press

The integrated nested Laplace approximation (INLA) is a recent computational method that can fit Bayesian models in a fraction of the time required by typical Markov chain Monte Carlo (MCMC) methods. INLA focuses on marginal inference on the model parameters of latent Gaussian Markov random fields models and exploits conditional
Advanced Research Methods for the Social and Behavioral Sciences
Language: en
Pages: 300
Authors: John E. Edlund, Austin Lee Nichols
Categories: Psychology
Type: BOOK - Published: 2019-03-14 - Publisher: Cambridge University Press

Written by an interdisciplinary team of global experts, this book is an invaluable tool for anyone learning about research methods.
Statistical Remedies for Medical Researchers
Language: en
Pages: 291
Authors: Peter F. Thall
Categories: Medical
Type: BOOK - Published: 2020-03-12 - Publisher: Springer Nature

This book illustrates numerous statistical practices that are commonly used by medical researchers, but which have severe flaws that may not be obvious. For each example, it provides one or more alternative statistical methods that avoid misleading or incorrect inferences being made. The technical level is kept to a minimum