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.


76 - 贝叶斯统计 的 100 个评论(共 246 个)

创建者 Ricardo B

Nov 24, 2017

创建者 Nandini G

Feb 5, 2021

创建者 Junyu W

Jul 7, 2020

创建者 Ale D

Dec 17, 2017

创建者 Lou B V

Sep 11, 2020

创建者 Luis A

Oct 11, 2018

创建者 Matthew L

Jan 31, 2018

创建者 Ananda R

Apr 19, 2017

创建者 Zining J

May 9, 2018

创建者 Subrata B

Sep 8, 2016

创建者 Arman A

Aug 25, 2017

创建者 Edilson S

Jul 25, 2016

创建者 Alexey K

May 10, 2018

创建者 Harish

Jun 21, 2018

创建者 Deleted A

Sep 24, 2019

创建者 Long K

Mar 16, 2018

创建者 Donal G

Jan 7, 2017

创建者 李俊宏

May 22, 2017

创建者 Tian Z

Dec 14, 2017

创建者 John A

Oct 2, 2019

创建者 Pedro M

Dec 20, 2018

创建者 Can

Jan 10, 2018

创建者 Denise L

Aug 2, 2018

创建者 Oscar C R

Aug 28, 2020

创建者 Marina Z

Jun 27, 2017