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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

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


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.


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 276~300

교육 기관: Xiao W

2019년 4월 8일

This is an excellent course but you will need background in calculus and some statistics to begin with

교육 기관: Ingrid S

2021년 7월 19일

G​reat to have many quizzes dispersed throughout the material, and small questions during the videos.

교육 기관: Om K

2022년 5월 8일

One of the courses I have ever attended. Brief and just the right amount of materials and contents.

교육 기관: Edward B

2020년 11월 24일

Excellent! Clear presentations, very bottom line up front with transparent examples, good course.

교육 기관: Stephen S

2019년 6월 9일

I thoroughly enjoyed this course as I found it to have a good mix of background and application.

교육 기관: Julio C L J

2018년 6월 12일

It was an excellent course. It´s a very good introduction to the Bayesian approach to inference.

교육 기관: Sean E

2018년 3월 12일

Great introduction to Bayesian Statistics with some easy-enough-to-follow mathematical insights.

교육 기관: Felix S

2019년 6월 19일

Great intro to Bayesian Statistics if you have some stats background in the frequentist domain.

교육 기관: Duke W

2019년 11월 3일

Excellent introduction to basic Bayesian analysis and coverage of conjugate priors/posteriors.

교육 기관: Arnaud D

2018년 10월 30일

Excellent course ! Full of examples and very useful to a deeper understanding of the domain.

교육 기관: Mark C

2018년 5월 12일

The presentation was excellent. The quizzes were reasonable. This was a good use of my time.

교육 기관: Kin H L L

2022년 5월 14일

Very nice explanation from mathematical concepts to actual application. Highly recommended.

교육 기관: Kristy A G J

2020년 8월 23일

For me, the course was well explain, the examples used help me to understand in a easy way.

교육 기관: 杨铭宇

2017년 7월 5일

A good course for introducing to Beysian pobability. Easy to understand and very practical.

교육 기관: Jan-Willem v G

2022년 4월 1일

​Excellent course. The course provides a solid base to build on. The teacher is very good.

교육 기관: Eliott L

2018년 9월 28일

Very clean and precise explanations as well as concepts explained under different paradigm

교육 기관: Daniyar M

2019년 3월 11일

refreshed university materials and also gained deep understanding of probability theorems

교육 기관: Igor K

2017년 5월 29일

Very gentle and at the same time mostly rigorous introduction into the Bayes probability.

교육 기관: Daniel J R V

2017년 5월 15일

Great course. Delivers what promises: Bayesian Statistics: From Concept to Data Analysis.

교육 기관: Bruno M

2020년 1월 6일

I liked the way it was taught, It's nice for who is looking for to expand data analysis.

교육 기관: Samrat S

2017년 7월 7일

Awesome.. Good overview, but the concepts are much deeper, the second part is also must.

교육 기관: Sariel H

2020년 8월 25일

If the tutor could further clarify normal prior in Week4 Lesson 10, it could be better.

교육 기관: Somnath B

2017년 11월 26일

Very helpful and extremely educational. One of those rare courses I actually finished!

교육 기관: Edit T

2017년 2월 12일

A well-designed course with sufficient support materials and useful practice exercises.