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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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3,221 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

JB

Oct 16, 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

JH

Jun 26, 2018

Great course. The content moves at a nice pace and the videos are really good to follow. The Quizzes are also set at a good level. You can't pass this course unless you have understood the material.

筛选依据：

376 - Bayesian Statistics: From Concept to Data Analysis 的 400 个评论（共 842 个）

创建者 Peter H

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Aug 21, 2020

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

创建者 Maxwell P

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Jun 13, 2020

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

创建者 Haden S

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May 17, 2020

This course provides a great introduction to Bayesian statistics.

创建者 Huaiqing C

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Jan 20, 2020

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

创建者 P P

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Jul 30, 2020

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

创建者 Jordan B

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Jul 11, 2020

Well explained, good coverage of content and appropriate length

创建者 Eugene B

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May 22, 2019

Excellent instructor and very helpful readings and assignments.

创建者 Michael B

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Sep 29, 2017

Great course for an intro to the Bayesian statistical approach.

创建者 sai s

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Jun 12, 2017

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

创建者 Derek M

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Jan 10, 2018

Really good course. Exercises / quizzes are particularly good.

创建者 ppietrus

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Jul 22, 2017

Concepts explained very well, useful and informative examples.

创建者 Cristina S

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Jul 19, 2017

Great for understanding the fundamentals of Bayesian analysis!

创建者 Xiaoyuan C

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Sep 19, 2019

Very excellent introductory course for Bayesian statistics!!!

创建者 Ian S

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Mar 10, 2025

Provides clarity on many hidden areas of Bayesian statistics

创建者 Lau C

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Apr 15, 2019

Super clear and easy to follow. Thanks for the introduction.

创建者 Xiaopu L

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Aug 18, 2018

Nice short course with very practical statistical knowledge.

创建者 Ali B

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Nov 25, 2017

The course is useful, especially for beginners in stat area.

创建者 Felipe M

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Oct 23, 2017

Very practical and insightful course. Strongly recommend it.

创建者 Alexandre F G

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Oct 23, 2016

Very thoughtful and deep, great learning experience, thanks!

创建者 huong n

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Apr 15, 2022

The professor provide detailed guidance, in a logical way.

创建者 Ignacio P

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Apr 23, 2020

I have discovered a new approach to statistics. Thank you!!

创建者 Joe N

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Jan 22, 2017

Great course! Very concise, yet very informative! Go Slugs!

创建者 Nathan A

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Dec 18, 2018

A well-rounded introductory course in Bayesian Statistics.

创建者 Evgeni N

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Apr 20, 2022

An Outstanding Course taught by an Outstanding Professor!

创建者 Pablo R

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Sep 17, 2020

Muy buen curso, los ejercicios enseñan mucho al hacerlos.