# 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
2,699 個評分
705 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

## 401 - Bayesian Statistics: From Concept to Data Analysis 的 425 個評論（共 691 個）

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

2021年2月17日

Very clear and useful

2020年11月1日

Every easy to follow.

2016年8月18日

I enjoyed the course.

2017年7月25日

Wow!!! it was great!

2020年9月18日

Excelente curso !!!

2020年3月12日

A very nice course

2019年10月13日

Good fundamentals.

2018年11月22日

Very Useful Course

2017年5月8日

It's very amazing!

2017年4月12日

Excellent course!!

2016年12月23日

very great lecture

2020年11月23日

Aprendi muchisimo

2019年12月28日

Very well taught.

2019年11月20日

Very good course.

2017年9月30日

Excellent course.

2017年7月24日

Very good course!