Doing Bayesian Data Analysis pdf epub mobi txt 電子書下載 2024

☆☆☆☆☆
簡體網頁||繁體網頁

John K. Kruschke

Academic Press

2010-11-25

672

GBP 64.48

Hardcover

9780123814852

圖書標籤: 統計 R bayesian 貝葉斯 Statistics 統計學經濟學計算機

喜歡 Doing Bayesian Data Analysis 的讀者還喜歡

下載链接在页面底部

點擊這裡下載

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 複製鏈接

想要找書就要到小哈圖書下載中心

qciss.net

立刻按 ctrl+D收藏本頁

你會得到大驚喜!!

发表于2024-11-21

Doing Bayesian Data Analysis epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Doing Bayesian Data Analysis pdf epub mobi txt 電子書下載 2024

圖書描述

There is an explosion of interest in Bayesian statistics, primarily because recently created computational methods have finally made Bayesian analysis obtainable to a wide audience. Doing Bayesian Data Analysis, A Tutorial Introduction with R and BUGS 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. The text delivers comprehensive coverage of all scenarios addressed by non-Bayesian textbooks--t-tests, analysis of variance (ANOVA) and comparisons in ANOVA, multiple regression, and chi-square (contingency table analysis). This book is intended for first year graduate students or advanced undergraduates. It provides a bridge between undergraduate training and modern Bayesian methods for data analysis, which is becoming the accepted research standard. Prerequisite is knowledge of algebra and basic calculus. Author website: http://www.indiana.edu/~kruschke/DoingBayesianDataAnalysis/

-Accessible, including the basics of essential concepts of probability and random sampling -Examples with R programming language and BUGS software -Comprehensive coverage of all scenarios addressed by non-bayesian textbooks- t-tests, analysis of variance (ANOVA) and comparisons in ANOVA, multiple regression, and chi-square (contingency table analysis). -Coverage of experiment planning -R and BUGS computer programming code on website -Exercises have explicit purposes and guidelines for accomplishment

Doing Bayesian Data Analysis 下載 mobi epub pdf txt 電子書

著者簡介

圖書目錄

Doing Bayesian Data Analysis pdf epub mobi txt 電子書下載

想要找書就要到小哈圖書下載中心

qciss.net

立刻按 ctrl+D收藏本頁

你會得到大驚喜!!

用戶評價

評分☆☆☆☆☆

:無

評分☆☆☆☆☆

After a year of persistent reading, I finally finished this grimoire of statistical dark magic. Best statistical book, ever. Reading it was a testimony of my two major sources of motivation: stubbornness and hatred of incompetence.

評分☆☆☆☆☆

貝葉斯極端主義者。講解方式跟封麵一樣另類，喜歡的人喜歡，但很多人應該不能接受，我就是不太能接受的那一類...

評分☆☆☆☆☆

this book has so many strange terms... perhaps the author is a psychologist.

評分☆☆☆☆☆

簡單生動，並且配上代碼

讀後感

評分☆☆☆☆☆

Chapter 1 - 3 R basics getwd() Change work directory: Session -> Set Work directory List the files in the working directory: dir() ls() source("mycode.r") myfunction <- function() { x<-rsnorm(100) mean(x) } second <- function(x) { x+rnorm(length...

評分☆☆☆☆☆

力荐给缺乏足够统计基础（如非stats专业 bachelor）的初学者。Dr. Kruschke自己有blog，会经常在上面回答（书中提到的）问题和深入讨论。使用的软件是R，主要算法集中在Gibbs Sampler方面，对HMC没有太多介绍。另读完之后想要完全独立做Bayesian，还是要回去吃下Gelman的书。

評分☆☆☆☆☆

類似圖書點擊查看全場最低價

Doing Bayesian Data Analysis pdf epub mobi txt 電子書下載 2024