Chevron Left
返回到 贝叶斯统计

学生对 杜克大学 提供的 贝叶斯统计 的评价和反馈

3.8
778 个评分

课程概述

This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. You will learn to use Bayes’ rule to transform prior probabilities into posterior probabilities, and be introduced to the underlying theory and perspective of the Bayesian paradigm. The course will apply Bayesian methods to several practical problems, to show end-to-end Bayesian analyses that move from framing the question to building models to eliciting prior probabilities to implementing in R (free statistical software) the final posterior distribution. Additionally, the course will introduce credible regions, Bayesian comparisons of means and proportions, Bayesian regression and inference using multiple models, and discussion of Bayesian prediction. We assume learners in this course have background knowledge equivalent to what is covered in the earlier three courses in this specialization: "Introduction to Probability and Data," "Inferential Statistics," and "Linear Regression and Modeling."...

热门审阅

RR

Sep 20, 2017

Great course. Difficult to apprehend sometimes as the Frequentist paradigm is learned first but once you get it, it is really amazing to see the believe update in action with data.

GH

Apr 9, 2018

I like this course a lot. Explanations are clear and much of the (unnecessarily heavyweight) maths is glossed over. I particularly liked the sections on Bayesian model selection.

筛选依据:

176 - 贝叶斯统计 的 200 个评论(共 246 个)

创建者 Stefan H

Mar 16, 2019

创建者 Kalle K

Jun 16, 2020

创建者 Gustavo S B

Sep 17, 2017

创建者 Li Z

Aug 15, 2019

创建者 Christopher C

Feb 12, 2018

创建者 Kim H P

May 16, 2022

创建者 Derrick Y

Dec 4, 2016

创建者 Xinyi L

Aug 14, 2017

创建者 Kshitij T

Jan 4, 2018

创建者 Vivian Y Q

Oct 12, 2017

创建者 Thomas C

Aug 4, 2021

创建者 Zhao L

Aug 4, 2016

创建者 Witold E W

Sep 26, 2017

创建者 Camilo M

Jan 10, 2021

创建者 Jorge A S

Jun 10, 2018

创建者 Natalie R

Sep 5, 2019

创建者 Adara

Dec 4, 2017

创建者 Duane S

Apr 15, 2017

创建者 Deleted A

Dec 4, 2019

创建者 Matt H

Aug 26, 2019

创建者 Gustavo L

Apr 26, 2020

创建者 Kateryna M

Jul 15, 2017

创建者 Lucie L

Aug 15, 2016

创建者 Xiaoping L

Nov 2, 2016

创建者 Omar S

Mar 27, 2020