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学生对 杜克大学 提供的 贝叶斯统计 的评价和反馈

3.8
767 个评分
248 条评论

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:

76 - 贝叶斯统计 的 100 个评论(共 241 个)

创建者 Ale D

Dec 17, 2017

Hard, but very good first course on Bayesian

创建者 Lou B V

Sep 11, 2020

It was difficult for me yet it is so great.

创建者 Luis A

Oct 11, 2018

Excellent course very clear explenations.

创建者 Matthew L

Jan 31, 2018

Really hard, but absolutely worth it.

创建者 Ananda R

Apr 19, 2017

very difficult but it is interesting

创建者 Zining J

May 9, 2018

This is course is very intuitive!

创建者 Subrata B

Sep 8, 2016

Excellent introductory course!

创建者 Arman A

Aug 25, 2017

Very entertaining course !!!

创建者 Edilson S

Jul 25, 2016

Very Nice Course! Excellent!

创建者 Alexey K

May 10, 2018

The magic course...)

Thanks!

创建者 Harish

Jun 21, 2018

Of an elvated level!

创建者 Huynh T

Sep 24, 2019

It's helpful to me.

创建者 Khuong Q L

Mar 16, 2018

Strongly recommend!

创建者 Donal G

Jan 7, 2017

Very good course.

创建者 李俊宏

May 22, 2017

very intuitive!

创建者 Tian Z

Dec 14, 2017

Pretty helpful

创建者 John A

Oct 2, 2019

Great course!

创建者 Pedro M

Dec 20, 2018

great course!

创建者 Can Z

Jan 10, 2018

Great course.

创建者 Denise L

Aug 2, 2018

Challenging!

创建者 Oscar C R

Aug 28, 2020

Good Course

创建者 Marina Z

Jun 27, 2017

Challenging

创建者 hyunwoo j

Jul 16, 2016

very useful

创建者 Riku L

Dec 23, 2017

B

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创建者 NANDAN B

Jun 14, 2020

Good