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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

4.6
별점
2,956개의 평가

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

GS

2017년 8월 31일

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

2020년 10월 16일

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

필터링 기준:

Bayesian Statistics: From Concept to Data Analysis의 761개 리뷰 중 326~350

교육 기관: Vikramnath V

2016년 8월 22일

Excellent lectures by Herbert Lee. Great intuitive content for learners.

교육 기관: César G

2021년 9월 17일

A really interesting course. Great introduction to Bayesian statistics.

교육 기관: Robert S

2021년 3월 5일

Nice course. I really enjoyed the lessons and the many small exercises!

교육 기관: Mesut Ş B

2021년 1월 25일

This was the best introduction to Bayesian Inference/Statistics for me!

교육 기관: Niklas J

2018년 11월 21일

Good and clear course. I was impressed by the quality of the material.

교육 기관: Nicolas R

2017년 1월 13일

An excellent course, it opened a new perspective on statistics for me.

교육 기관: Marius K

2016년 9월 29일

Great Course! The material is very well presented. Highly recommended.

교육 기관: howcanimove@gmail.com

2017년 1월 21일

Very useful lesson! give me a new perspective on daily data analysis.

교육 기관: Christoph J

2017년 7월 28일

Really enjoyed it. Right level of difficulty and very well explained

교육 기관: Anil K A

2017년 6월 4일

Leaned a new perspective to understanding uncertainty. Thanks a lot!

교육 기관: Kenneth W

2020년 5월 20일

Challenging course, explanations are mostly clear, I learned a lot!

교육 기관: Mauricio B

2019년 9월 16일

A very well presented course with an adequate depth on its topics.

교육 기관: Chow K M

2021년 4월 9일

Useful guided quizzes with feedback: learning by doing principle.

교육 기관: Peter H

2020년 8월 21일

Excellent videos and step-by-step instructions clearly explained.

교육 기관: Maxwell P

2020년 6월 13일

The quizzes-as-homework idea is great. Really liked the homework.

교육 기관: Cole S

2020년 5월 17일

This course provides a great introduction to Bayesian statistics.

교육 기관: Huaiqing C

2020년 1월 20일

Very good and very clear for me to begin with Bayesian statistics

교육 기관: P P

2020년 7월 30일

Excellent course.. short videos with lots of practice problems..

교육 기관: Jordan B

2020년 7월 11일

Well explained, good coverage of content and appropriate length

교육 기관: Eugene B

2019년 5월 22일

Excellent instructor and very helpful readings and assignments.

교육 기관: Michael B R

2017년 9월 30일

Great course for an intro to the Bayesian statistical approach.

교육 기관: sai s

2017년 6월 12일

Like the course. Learnt a lot. Was able to apply in real world.

교육 기관: Derek M

2018년 1월 10일

Really good course. Exercises / quizzes are particularly good.

교육 기관: Pawel P

2017년 7월 22일

Concepts explained very well, useful and informative examples.

교육 기관: Cristina S

2017년 7월 20일

Great for understanding the fundamentals of Bayesian analysis!