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

3,019 个评分


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....



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.


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


151 - Bayesian Statistics: From Concept to Data Analysis 的 175 个评论(共 774 个)

创建者 Raja F Z

May 24, 2020

创建者 Shen A

Mar 25, 2020

创建者 Alex T

Feb 19, 2020

创建者 Jorge V C

Jun 1, 2017

创建者 Alexandre H d S

Jul 13, 2020

创建者 John H

Jun 27, 2018

创建者 Jose P C

Nov 7, 2017

创建者 kabonline09

Nov 14, 2020

创建者 Huangzhao Z

Jul 30, 2021

创建者 Yiwen

Jan 25, 2019

创建者 Jonathan H

Oct 6, 2017

创建者 Ana E R O

Jul 21, 2020

创建者 Sudhir K P

Nov 16, 2017

创建者 Gabriel

Jan 9, 2017

创建者 Burak U

May 25, 2020

创建者 Flavio L

Oct 29, 2016

创建者 Ming L

May 6, 2018

创建者 Sanjiv P

Nov 22, 2020

创建者 Manos T

Jul 19, 2017

创建者 Magdalena S

Dec 7, 2016

创建者 Oleksii N

Aug 25, 2020

创建者 Jaime E A

Mar 7, 2019

创建者 Deepak K

Sep 17, 2017

创建者 Enrique s c

Nov 11, 2020

创建者 Ignacio S

Mar 13, 2018