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返回到 Bayesian Statistics: From Concept to Data Analysis

学生对 University of California, Santa Cruz 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

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3,215 个评分

课程概述

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....

热门审阅

DG

Dec 8, 2019

It was a good course for me to get familiar with the new perspective on statistics. Thank you! Maybe, some extended practice exercise at the end of the course would make it even better)

GG

Jan 8, 2017

Very nice introduction to bayesian concepts and rationale. With this course I could understand why should I spend more time learning this technique (which I will definetly do on sequence).

筛选依据：

326 - Bayesian Statistics: From Concept to Data Analysis 的 350 个评论（共 840 个）

创建者 Sariel H

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Aug 25, 2020

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

创建者 Somnath B

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Nov 25, 2017

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

创建者 Edit T

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Feb 12, 2017

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

创建者 Deleted A

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Apr 2, 2019

Very well structured and informative content. Also the delivery of content is amazing.

创建者 Chris

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May 13, 2017

great course. gave me a much more intuitive feel and confidence for bayesian analysis.

创建者 Nicolas C

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Dec 31, 2022

Excellent lectures and quizzes. Clear, rigorous, and to the point. Highly recommend.

创建者 [email protected]

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Mar 21, 2018

A great course, very clear, well presented. Most of knowledge for the time invested

创建者 thomas e

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Aug 30, 2016

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

创建者 Ali S

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Aug 9, 2022

Excellent, with lots of different topics to learn and quizzes/challenges to solve.

创建者 Bon-Woong K

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Feb 26, 2020

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

创建者 Pawel B

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Apr 3, 2018

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

创建者 Laura B

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Aug 5, 2017

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

创建者 Harold X

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Sep 22, 2016

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

创建者 Fatima T

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Jul 14, 2023

It's excellent, learning with this course was really easy and very entertaining.

创建者 Harold Y R V

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Feb 19, 2023

Excelente curso, se puede desarrollar con un conocimiento básico en estadística.

创建者 Adam S

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Apr 30, 2019

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

创建者 Robert T

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Nov 7, 2018

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

创建者 Matthias A

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Mar 6, 2021

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

创建者 Johan F R

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Feb 12, 2021

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

创建者 Madhu K S

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Feb 16, 2018

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

创建者 Ying

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Jun 28, 2017

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

创建者 Tomáš B

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Sep 8, 2016

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

创建者 Tú N

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Mar 20, 2018

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

创建者 Хожиматова К

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Nov 27, 2016

Everything was perfect beginning from explonations and ending with materials

创建者 María P G

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Jun 22, 2023

I've learned so much! It is super clear and easy to follow. Thanks so much!