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學生對 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的評價和反饋

4.6
2,485 個評分
656 條評論

課程概述

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....

熱門審閱

GS

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.

JB

Oct 17, 2020

An excellent course with some good hands on exercises in both R and excel. Not for the faint of heart mathematically speaking, assumes a competent understanding of statistics and probability going in

篩選依據:

376 - Bayesian Statistics: From Concept to Data Analysis 的 400 個評論(共 645 個)

創建者 Duc H N

Mar 11, 2020

Good introduction to problems

創建者 Shailesh K

Mar 06, 2019

Nice Course, Good Instructers

創建者 Zhen Y

Nov 02, 2019

Very good course! Thank you

創建者 Takashi Y

Aug 18, 2017

This is a very good course!

創建者 Gustavo A B D

Sep 26, 2020

Muy claro en los conceptos

創建者 Mario C

Oct 28, 2016

Simple but well explained.

創建者 Mohadeseh M

Apr 01, 2020

Very organized and useful

創建者 Shuangli

Oct 19, 2020

It is a great lecture!

創建者 César P O

Nov 19, 2019

It needs more examples

創建者 peiyuan s

Sep 26, 2019

Really good! Thank you

創建者 Mohini R

Aug 18, 2016

I enjoyed the course.

創建者 Sergio G

Jul 25, 2017

Wow!!! it was great!

創建者 agustin a

Sep 19, 2020

Excelente curso !!!

創建者 Aleksander M

Mar 12, 2020

A very nice course

創建者 Dave N

Oct 14, 2019

Good fundamentals.

創建者 Susenjit G

Nov 23, 2018

Very Useful Course

創建者 思莹 王

May 08, 2017

It's very amazing!

創建者 Roderick R

Apr 12, 2017

Excellent course!!

創建者 Chiayu L

Dec 23, 2016

very great lecture

創建者 Sanjay C

Dec 29, 2019

Very well taught.

創建者 Steven G

Nov 20, 2019

Very good course.

創建者 Yukio F

Oct 01, 2017

Excellent course.

創建者 Max L d M

Jul 24, 2017

Very good course!

創建者 Ankur S

Jan 17, 2020

Very good course

創建者 Justin C

Aug 26, 2018

Excellent Course