Chevron Left
返回到 Bayesian Statistics: From Concept to Data Analysis

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
2,934 个评分
762 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

筛选依据:

751 - Bayesian Statistics: From Concept to Data Analysis 的 755 个评论(共 755 个)

创建者 Rahul R

Sep 22, 2020

Instructor hardly spends time in discussing the concepts. Too much focused on example but without context it does not help.

创建者 Angelos R

Mar 20, 2020

The teacher has diminished educational qualifications. The topics are simply outlined without further elaboration.

创建者 Caroline C

Jan 17, 2021

I needed to rely on other youtube videos explaining these concepts to progress in this course

创建者 Nguyen T P V

May 4, 2020

I can not complete the course since the quality of the video is very bad

创建者 Stan M

Feb 15, 2021

dropped