返回到 Bayesian Statistics: From Concept to Data Analysis

4.6

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1,861 个评分

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482 条评论

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach to the more commonly-taught Frequentist approach, and see some of the benefits of the Bayesian approach. In particular, the Bayesian approach allows for better accounting of uncertainty, results that have more intuitive and interpretable meaning, and more explicit statements of assumptions. This course combines lecture videos, computer demonstrations, readings, exercises, and discussion boards to create an active learning experience. For computing, you have the choice of using Microsoft Excel or the open-source, freely available statistical package R, with equivalent content for both options. The lectures provide some of the basic mathematical development as well as explanations of philosophy and interpretation. Completion of this course will give you an understanding of the concepts of the Bayesian approach, understanding the key differences between Bayesian and Frequentist approaches, and the ability to do basic data analyses....

Sep 01, 2017

Good intro to Bayesian Statistics. Covers the basic concepts. Workload is reasonable and quizzes/exercises are helpful. Could include more exercises and additional backgroung/future reading materials.

Jun 27, 2018

Great course. The content moves at a nice pace and the videos are really good to follow. The Quizzes are also set at a good level. You can't pass this course unless you have understood the material.

筛选依据：

创建者 César P O

•Nov 19, 2019

It needs more examples

创建者 peiyuan s

•Sep 26, 2019

Really good! Thank you

创建者 Mohini R

•Aug 18, 2016

I enjoyed the course.

创建者 Sergio G

•Jul 25, 2017

Wow!!! it was great!

创建者 Dave N

•Oct 14, 2019

Good fundamentals.

创建者 Susenjit G

•Nov 23, 2018

Very Useful Course

创建者 思莹 王

•May 08, 2017

It's very amazing!

创建者 Roderick R

•Apr 12, 2017

Excellent course!!

创建者 Chiayu L

•Dec 23, 2016

very great lecture

创建者 Sanjay C

•Dec 29, 2019

Very well taught.

创建者 Steven G

•Nov 20, 2019

Very good course.

创建者 Yukio F

•Oct 01, 2017

Excellent course.

创建者 Max L d M

•Jul 24, 2017

Very good course!

创建者 Ankur S

•Jan 17, 2020

Very good course

创建者 Justin C

•Aug 26, 2018

Excellent Course

创建者 Gaurav a

•Dec 26, 2017

Very encouraging

创建者 Martin K

•Feb 24, 2017

Best course yet!

创建者 Jakob R

•May 10, 2017

Great course!

创建者 Efren S

•Dec 18, 2017

Great stuff!

创建者 FNU R M

•Aug 16, 2019

Nice Course

创建者 Binghao L

•Apr 12, 2019

nice course

创建者 Joshua M

•Oct 11, 2017

Good course

创建者 Zito R

•Feb 27, 2018

Excellent!

创建者 Rigoberto J M A

•Nov 06, 2017

Excellent.

创建者 Vinicius P d A

•Apr 19, 2017

Very good!