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Retour à Bayesian Statistics: From Concept to Data Analysis

Avis et commentaires pour d'étudiants pour Bayesian Statistics: From Concept to Data Analysis par Université de Californie à Santa Cruz

2,919 évaluations
759 avis

À propos du cours

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....

Meilleurs avis


31 août 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.


16 oct. 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

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301 - 325 sur 752 Avis pour Bayesian Statistics: From Concept to Data Analysis

par thomas e

31 août 2016

I followed this class with a great enthousiasm. It was very clear and pedagogical !

par Bon-Woong K

26 févr. 2020

Great class. Wish if it were a classroom class - could have been better! Thanks.

par Pawel B

3 avr. 2018

Interesting course providing you with a well-paced start into Bayesian Statistics.

par Laura B

5 août 2017

Great course! Well explained with useful additional material. Strongly suggested.

par Harold X

22 sept. 2016

The course content is concise and straightforward. For novices it is very helpful

par Adam S

30 avr. 2019

This course is great! Very clear, very professional, and lots of useful content!

par Robert T

7 nov. 2018

Great course for beginners as well as those that need a refresher on the basics!

par Matthias A

6 mars 2021

Great introduction to Bayesian statistics. Thank you for providing this course.

par Johan F R

12 févr. 2021

I highly recommend and appreciate this course led by an excellent instructor.

par Madhu K S

16 févr. 2018

Nice introductory course. Some mathematics skills needed to fully appreciate.

par Ying

28 juin 2017

This is a very useful course for people to do the data analysis in astronomy.

par Tomáš B

8 sept. 2016

Short, simple and clear explanations. I only regret the course is not longer.

par Tú A N

20 mars 2018

Good start for getting familiar with Bayesian Statistics . I learned a lot .

par Хожиматова К

27 nov. 2016

Everything was perfect beginning from explonations and ending with materials

par Hemanoel P

8 janv. 2021

It is a fantastic course, but you may need a good background on statistics.

par Priyabrata D

11 févr. 2019

best course for the beginners who want to get started on bayesian inference

par Derek Y

9 avr. 2017

The whole course is not bad. More examples in the classes would be helpful.

par Chihan T

11 janv. 2021

Useful lessons but too many calculations without explanatory applications

par Pablo G

18 avr. 2020

A superb and engaging hands-on introductory course to Bayesian Statistics

par Usman Q

15 mars 2019

Fun & interesting cass! Not trivial, so take good notes as you go along.

par Juan M R

26 août 2017

It is very useful to acquire a basic knowledge about Bayesian statistic.

par Vikramnath V

22 août 2016

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

par César G

17 sept. 2021

A really interesting course. Great introduction to Bayesian statistics.

par Robert S

5 mars 2021

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

par Mesut Ş B

25 janv. 2021

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