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

778 个评分


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."...



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.


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.


101 - 贝叶斯统计 的 125 个评论(共 246 个)

创建者 hyunwoo j

Jul 16, 2016

创建者 Riku L

Dec 23, 2017


Jun 14, 2020

创建者 Byeong-eok K

Jul 31, 2017

创建者 Sanan I

Jun 4, 2020

创建者 Whitchurch R

May 26, 2020

创建者 Maurits v d M

Aug 22, 2016

创建者 Pouya Z

Sep 26, 2019

创建者 Ravichandran V

Aug 6, 2019

创建者 Bram M

Aug 25, 2020

创建者 Uira d M

Jul 3, 2019

创建者 De'Varus M

Feb 14, 2019

创建者 Francisco M

Nov 9, 2019

创建者 Janio A M

Aug 9, 2018

创建者 zhaokai

Aug 16, 2016

创建者 Mark F C

Jun 21, 2018

创建者 Kian B

Jul 29, 2016

创建者 JeaSung P

Jul 18, 2017

创建者 José L E N

Jan 3, 2017

创建者 Sebastian P P

Jan 10, 2022

创建者 Stanley R C

Jan 29, 2018

创建者 Lalu P L

Jun 2, 2019

创建者 Malolan S

Sep 10, 2019

创建者 Ángela D C

Jun 12, 2018


Jun 3, 2017