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Bayesian Statistics: From Concept to Data Analysis(으)로 돌아가기

캘리포니아대학교 산타크루스캠퍼스의 Bayesian Statistics: From Concept to Data Analysis 학습자 리뷰 및 피드백

4.6
별점
2,931개의 평가
762개의 리뷰

강좌 소개

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....

최상위 리뷰

GS

2017년 8월 31일

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

2020년 10월 16일

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

필터링 기준:

Bayesian Statistics: From Concept to Data Analysis의 755개 리뷰 중 751~755

교육 기관: Rahul R

2020년 9월 22일

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

교육 기관: Angelos R

2020년 3월 20일

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

교육 기관: Caroline C

2021년 1월 17일

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

교육 기관: Nguyen T P V

2020년 5월 4일

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

교육 기관: Stan M

2021년 2월 15일

dropped