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Bayesian Statistics: From Concept to Data Analysis(으)로 돌아가기

캘리포니아대학교 산타크루스캠퍼스의 Bayesian Statistics: From Concept to Data Analysis 학습자 리뷰 및 피드백

1,734개의 평가
451개의 리뷰

강좌 소개

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....

최상위 리뷰


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.

필터링 기준:

Bayesian Statistics: From Concept to Data Analysis의 440개 리뷰 중 226~250

교육 기관: Harsh V D

Aug 06, 2017

교육 기관: Soonkyo J

Feb 18, 2018

교육 기관: Xin L

Mar 31, 2018

교육 기관: Ming L

May 06, 2018

교육 기관: A F

Apr 21, 2018

교육 기관: kacl780tr

Jul 06, 2017

교육 기관: Ying

Jun 28, 2017

교육 기관: Francisco C

Sep 22, 2017

교육 기관: Robert K M

Feb 12, 2018

교육 기관: Luca A

Sep 22, 2018

교육 기관: Hao W

Sep 28, 2018

교육 기관: Eliott L

Sep 28, 2018

교육 기관: Shounak D

Aug 27, 2018

교육 기관: Francisco J S G

Aug 26, 2018

교육 기관: Justin C

Aug 26, 2018

교육 기관: Vasilios D

Aug 28, 2018

교육 기관: Xiaopu L

Aug 19, 2018

교육 기관: Vignesh R

Oct 08, 2018

교육 기관: Justin W

Oct 03, 2018

교육 기관: Gustavo C

Oct 04, 2018

교육 기관: Arnaud D

Oct 30, 2018

교육 기관: Robert T

Nov 07, 2018

교육 기관: Niklas J

Nov 21, 2018

교육 기관: Susenjit G

Nov 23, 2018

교육 기관: tze s

Jul 17, 2018