# 學生對 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的評價和反饋

4.6
2,593 個評分
680 條評論

## 課程概述

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....

## 熱門審閱

GS
2017年8月31日

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
2020年10月16日

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

## 376 - Bayesian Statistics: From Concept to Data Analysis 的 400 個評論（共 668 個）

2020年2月21日

Great Course, very straightfoward

2018年9月7日

Very well taught and informative.

2018年3月31日

2018年1月15日

Good intro to Bayesian statistics

2016年11月24日

Clear, concise and well presented

2016年8月28日

Great course ! Simple and clear !

2019年3月25日

Very informative and informative

2018年12月24日

Great introduction for beginners

2018年10月11日

Very well taught, thanks Herbie!

2020年8月16日

Excellent course - - thank you

2017年6月25日

VERY INSIGHTFUL AND INSTRUCTIVE

2017年1月18日

Excellent ! Thank you so much !

2019年5月10日

I like this course, thank you!

2020年3月11日

Good introduction to problems

2019年3月6日

Nice Course, Good Instructers

2019年11月2日

Very good course! Thank you

2017年8月17日

This is a very good course!

2020年9月26日

Muy claro en los conceptos

2016年10月28日

Simple but well explained.

2020年4月1日

Very organized and useful

2020年10月18日

It is a great lecture!

2019年11月19日

It needs more examples

2019年9月25日

Really good! Thank you

2020年11月1日

Every easy to follow.

2016年8月18日

I enjoyed the course.