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Voltar para Bayesian Statistics: From Concept to Data Analysis

Comentários e feedback de alunos de Bayesian Statistics: From Concept to Data Analysis da instituição Universidade da Califórnia, Santa Cruz

4.6
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2,931 classificações
762 avaliações

Sobre o curso

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....

Melhores avaliações

GS

31 de ago de 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

16 de out de 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 de 755 Avaliações para o Bayesian Statistics: From Concept to Data Analysis

por thomas e

31 de ago de 2016

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

por Bon-Woong K

26 de fev de 2020

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

por Pawel B

3 de abr de 2018

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

por Laura B

5 de ago de 2017

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

por Harold X

22 de set de 2016

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

por Adam S

30 de abr de 2019

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

por Robert T

7 de nov de 2018

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

por Matthias A

6 de mar de 2021

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

por Johan F R

12 de fev de 2021

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

por Madhu K S

16 de fev de 2018

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

por Ying

28 de jun de 2017

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

por Tomáš B

8 de set de 2016

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

por Tú A N

20 de mar de 2018

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

por Хожиматова К

27 de nov de 2016

Everything was perfect beginning from explonations and ending with materials

por Hemanoel P

8 de jan de 2021

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

por Priyabrata D

11 de fev de 2019

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

por Derek Y

9 de abr de 2017

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

por Chihan T

11 de jan de 2021

Useful lessons but too many calculations without explanatory applications

por Pablo

18 de abr de 2020

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

por Usman Q

15 de mar de 2019

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

por Juan M R

26 de ago de 2017

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

por Vikramnath V

22 de ago de 2016

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

por César G

17 de set de 2021

A really interesting course. Great introduction to Bayesian statistics.

por Robert S

5 de mar de 2021

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

por Mesut Ş B

25 de jan de 2021

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