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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
2,957 个评分

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

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401 - Bayesian Statistics: From Concept to Data Analysis 的 425 个评论(共 761 个)

创建者 Muuzaani N

Apr 30, 2022

A good inroduction to Bayesian Statistics.

创建者 Hernan P

Oct 24, 2021

Exams are too hard specifically in Week 2.

创建者 Scott B

Jan 10, 2020

Excellent overview of bayesian statistics.

创建者 Rami K

May 5, 2017

Great introdation for Bayesian Statistics!

创建者 jalal e h

Sep 13, 2016

Great introduction to bayesian statistics

创建者 rangaerra

Mar 11, 2021

Excellent introduction to bayesian stats

创建者 Juan G S

Jun 30, 2020

good introduction to bayesian statistics

创建者 Kelvin L

May 31, 2017

Very informative and challenging course.

创建者 Luis F C G

Dec 10, 2021

Easy explanation directly to the bone !

创建者 Soufyan L

Feb 27, 2021

Clear explanation and interesting topic

创建者 George U S

May 23, 2020

Fantastic!

a big thank you to Prof. Lee!

创建者 Anuj M

May 15, 2020

Excellent content with great exercises

创建者 Bijit D

Sep 20, 2017

A great course on Bayesian Statistics.

创建者 Rich P

Apr 24, 2017

Very good explain nd excelent material

创建者 Jader G

Dec 20, 2021

Very useful course. I learned a lot!

创建者 JONNATHAN C C M

Jan 11, 2021

Excellent course, excellent teacher.

创建者 Bilal A

Feb 7, 2017

Really great, from basic to advance.

创建者 Nícolas V S

Jul 25, 2020

A very concise and complete course.

创建者 Maxim V

Jan 18, 2020

A very thorough into to statistics!

创建者 Ammar J

Feb 4, 2019

very helpful for Statistic analysis

创建者 Ra S

Aug 25, 2017

Fastest route to Bayesian Learning.

创建者 chittibabu k

Apr 28, 2020

Nice Course. Easily understandable

创建者 Isaac R M

Feb 21, 2020

Great Course, very straightfoward

创建者 Nathanael G

Sep 7, 2018

Very well taught and informative.

创建者 Xin L

Mar 31, 2018

Clear and useful. Really helpful.