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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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3,210 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：

451 - Bayesian Statistics: From Concept to Data Analysis 的 475 个评论（共 840 个）

创建者 George U S

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May 23, 2020

Fantastic!

a big thank you to Prof. Lee!

创建者 Anuj M

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May 15, 2020

Excellent content with great exercises

创建者 Bijit D

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Sep 20, 2017

A great course on Bayesian Statistics.

创建者 Rich P

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Apr 24, 2017

Very good explain nd excelent material

创建者 Jader G

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Dec 20, 2021

Very useful course. I learned a lot!

创建者 JONNATHAN C C M

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Jan 11, 2021

Excellent course, excellent teacher.

创建者 Bilal A

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Feb 7, 2017

Really great, from basic to advance.

创建者 Nícolas V S

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Jul 25, 2020

A very concise and complete course.

创建者 Maxim V

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Jan 17, 2020

A very thorough into to statistics!

创建者 Ammar J

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Feb 4, 2019

very helpful for Statistic analysis

创建者 Ra S

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Aug 24, 2017

Fastest route to Bayesian Learning.

创建者 chittibabu k

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Apr 28, 2020

Nice Course. Easily understandable

创建者 Isaac R M

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Feb 21, 2020

Great Course, very straightfoward

创建者 Nathanael G

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Sep 7, 2018

Very well taught and informative.

创建者 Xin L

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Mar 31, 2018

Clear and useful. Really helpful.

创建者 Sam C

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Jan 15, 2018

Good intro to Bayesian statistics

创建者 Daniel K O

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Nov 24, 2016

Clear, concise and well presented

创建者 Andrei B

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Aug 27, 2016

Great course ! Simple and clear !

创建者 Hager A I M

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Mar 25, 2019

Very informative and informative

创建者 Electromagnet

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Dec 24, 2018

Great introduction for beginners

创建者 Rob C

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Oct 11, 2018

Very well taught, thanks Herbie!

创建者 Yaoxiang N

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Jan 28, 2024

Excellent course for beginners.

创建者 Jianye S

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Feb 3, 2021

it really helps me, nice class.

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