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返回到 Bayesian Statistics: From Concept to Data Analysis

学生对 University of California, Santa Cruz 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

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3,221 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

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

JH

Jun 26, 2018

Great course. The content moves at a nice pace and the videos are really good to follow. The Quizzes are also set at a good level. You can't pass this course unless you have understood the material.

筛选依据：

476 - Bayesian Statistics: From Concept to Data Analysis 的 500 个评论（共 842 个）

创建者 Valluri R R

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Aug 16, 2020

Excellent course - - thank you

创建者 Yitian L L

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Jun 25, 2017

VERY INSIGHTFUL AND INSTRUCTIVE

创建者 Samuel N

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Jan 18, 2017

Excellent ! Thank you so much !

创建者 Adnan A K N

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Oct 21, 2024

Extra-Ordinary Course Content!

创建者 VANAJAKUMARI D

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Jan 10, 2024

useful for better sample tests

创建者 Borisov V

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May 10, 2019

I like this course, thank you!

创建者 Duc H N

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Mar 11, 2020

Good introduction to problems

创建者 Shailesh K

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Mar 5, 2019

Nice Course, Good Instructers

创建者 Zhen Y

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Nov 1, 2019

Very good course! Thank you

创建者 Takashi Y

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Aug 17, 2017

This is a very good course!

创建者 Gustavo A B D

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Sep 26, 2020

Muy claro en los conceptos

创建者 Mario C

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Oct 28, 2016

Simple but well explained.

创建者 Дмитрий

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Apr 2, 2023

Very instresting, thanks!

创建者 mohadeseh m

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Apr 1, 2020

Very organized and useful

创建者 Thierry P

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Feb 26, 2022

excellent, challenging

创建者 Shuangli G

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Oct 18, 2020

It is a great lecture!

创建者 Cesar P

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Nov 19, 2019

It needs more examples

创建者 peiyuan s

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Sep 25, 2019

Really good! Thank you

创建者 Sergey N

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Feb 17, 2021

Very clear and useful

创建者 Ge T

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Nov 1, 2020

Every easy to follow.

创建者 Mohini S

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Aug 18, 2016

I enjoyed the course.

创建者 Sergio G

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Jul 24, 2017

Wow!!! it was great!

创建者 Guowei Z

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Oct 30, 2021

Absolutely amazing!

创建者 agustin a

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Sep 18, 2020

Excelente curso !!!

创建者 Rudit S

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Aug 2, 2021

best to start with