Bayes Rules!: An Introduction to Applied Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science) - Image 1

Price loading...

CRC Press Bayes Rules!: An Introduction to Applied Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science)

Name: Bayes Rules!: An Introduction to Applied Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science)
Brand: CRC Press

Probability & Statistics

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

An engaging, sophisticated, and fun introduction to the field of Bayesian statistics, Bayes Rules!: An Introduction to Applied Bayesian Modeling brings the power of modern Bayesian thinking, modeling, and computing to a broad audience. In particular, the book is an ideal resource for advanced undergraduate statistics students and practitioners with comparable experience. the book assumes that readers are familiar with the content covered in a typical undergraduate-level introductory statistics course. Readers will also, ideally, have some experience with undergraduate-level probability, calculus, and the R statistical software. Readers without this background will still be able to follow along so long as they are eager to pick up these tools on the fly as all R code is provided.Bayes Rules! empowers readers to weave Bayesian approaches into their everyday practice. Discussions and applications are data driven. A natural progression from fundamental to multivariable, hierarchical models emphasizes a practical and generalizable model building process. The evaluation of these Bayesian models reflects the fact that a data analysis does not exist in a vacuum. Features • Utilizes data-driven examples and exercises. • Emphasizes the iterative model building and evaluation process. • Surveys an interconnected range of multivariable regression and classification models. • Presents fundamental Markov chain Monte Carlo simulation. • Integrates R code, including RStan modeling tools and the bayesrules package. • Encourages readers to tap into their intuition and learn by doing. • Provides a friendly and inclusive introduction to technical Bayesian concepts. • Supports Bayesian applications with foundational Bayesian theory.

Key Features

Item Trademark: CRC PRESS

manufacturer: CRC Press

Item Weight: grams, pounds, 2.20903186524, 1002.

Product Specifications

Brand: CRC Press
Format: paperback
ASIN: 0367255391
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Probability & Statistics
Domain: Amazon UK
Release Date: 04 March 2022
Listed Since: 31 July 2021

Barcode

No barcode data available

CRC Press Bayes Rules!: An Introduction to Applied Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science)

Price History & Forecast

No Price Data Available

Price Distribution

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

Bayes Rules!: An Introduction to Applied Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science)

Probability and Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science)

Introduction to Bayesian Data Analysis for Cognitive Science (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Bayesian Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Elementary Bayesian Biostatistics (Chapman & Hall/CRC Biostatistics Series)

Understanding Advanced Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Modern Applied Regressions: Bayesian and Frequentist Analysis of Categorical and Limited Response Variables with R and Stan (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Bayesian Hierarchical Models: With Applications Using R, Second Edition

Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Bayesian Networks: With Examples in R (Chapman & Hall/CRC Texts in Statistical Science)

Bayesian Model Selection and Statistical Modeling (Statistics: Textbooks and Monographs)

CRC Press Probability and Statistical Inference Textbook

Introduction to Bayesian Statistics

Bayesian Econometric Modelling for Big Data - Chapman and Hall/CRC

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

Bayesian Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Bayesian Applications in Environmental and Ecological Studies with R and Stan (Chapman & Hall/CRC Applied Environmental Statistics)

Bayesian Applications in Environmental and Ecological Studies with R and Stan (Chapman & Hall/CRC Applied Environmental Statistics)

Bayesian Thinking in Biostatistics (Chapman & Hall/CRC Texts in Statistical Science)

Bayesian Programming (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Bayesian Hierarchical Models: With Applications Using R, Second Edition

The BUGS Book: A Practical Introduction to Bayesian Analysis (Chapman & Hall/CRC Texts in Statistical Science)

Wiley Biostatistics: A Bayesian Introduction - 499 Series

CRC Press Bayesian Methods in Pharmaceutical Research Book