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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

3.9
682 个评分
214 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 21, 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 10, 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:

51 - 贝叶斯统计 的 75 个评论(共 207 个)

创建者 Julio C L J

Dec 19, 2017

The course was hard, because the topic is quite difficult. I missed the readings.

创建者 Perry C

Sep 25, 2017

I didn't understand everything but I learned more than I ever thought I would.

创建者 Parab N S

Oct 02, 2019

An excellent course by Professor Rundel and her team on Bayesian Statistics.

创建者 Zhen X

Nov 26, 2018

Provide bunches of intuition of bayesian statistics. Worthwhile to enroll!

创建者 Himanshu D

Feb 20, 2017

Excellent content. Gives a very different outlook of Bayesian Stats.

创建者 Øyvind M E

May 24, 2020

Harder than the previous courses but well worth the learning

创建者 Alfonso G D

Apr 29, 2020

Very interesting aproach to statistics in a very clear way

创建者 Aditya G

Jun 06, 2020

Course was really good and I enjoyed it a lot. Thank You.

创建者 Hohyun J

Jun 20, 2020

Excellent lecture, well structured, easy to understand.

创建者 julieth i m s

Nov 27, 2017

Excellent course. Both instructors are really great.

创建者 Ricardo B

Nov 24, 2017

Very comprehensive course on Bayesian Statistics.

创建者 Junyu W

Jul 07, 2020

Very organized and detailed offered course

创建者 Ale D

Dec 18, 2017

Hard, but very good first course on Bayesian

创建者 Luis A A C

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 09, 2018

This is course is very intuitive!

创建者 Subrata B

Sep 08, 2016

Excellent introductory course!

创建者 Arman A

Aug 25, 2017

Very entertaining course !!!

创建者 EDILSON S S O J

Jul 25, 2016

Very Nice Course! Excellent!

创建者 Alexey K

May 10, 2018

The magic course...)

Thanks!

创建者 Harish S

Jun 21, 2018

Of an elvated level!

创建者 Tran T H

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 07, 2017

Very good course.