# 学生对 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

4.6
2,534 个评分
666 条评论

## 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

GS
Aug 31, 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
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

## 351 - Bayesian Statistics: From Concept to Data Analysis 的 375 个评论（共 654 个）

Jan 10, 2020

Excellent overview of bayesian statistics.

May 5, 2017

Great introdation for Bayesian Statistics!

Sep 13, 2016

Great introduction to bayesian statistics

Jun 30, 2020

good introduction to bayesian statistics

May 31, 2017

Very informative and challenging course.

May 23, 2020

Fantastic!

a big thank you to Prof. Lee!

May 15, 2020

Excellent content with great exercises

Sep 20, 2017

A great course on Bayesian Statistics.

Apr 24, 2017

Very good explain nd excelent material

Feb 7, 2017

Really great, from basic to advance.

Jul 25, 2020

A very concise and complete course.

Jan 18, 2020

A very thorough into to statistics!

Feb 4, 2019

Aug 25, 2017

Fastest route to Bayesian Learning.

Apr 28, 2020

Nice Course. Easily understandable

Feb 21, 2020

Great Course, very straightfoward

Sep 7, 2018

Very well taught and informative.

Mar 31, 2018

Jan 15, 2018

Good intro to Bayesian statistics

Nov 24, 2016

Clear, concise and well presented

Aug 28, 2016

Great course ! Simple and clear !

Mar 25, 2019

Very informative and informative

Dec 24, 2018

Great introduction for beginners

Oct 11, 2018

Very well taught, thanks Herbie!

Aug 16, 2020

Excellent course - - thank you