This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. You will learn to use Bayes’ rule to transform prior probabilities into posterior probabilities, and be introduced to the underlying theory and perspective of the Bayesian paradigm. The course will apply Bayesian methods to several practical problems, to show end-to-end Bayesian analyses that move from framing the question to building models to eliciting prior probabilities to implementing in R (free statistical software) the final posterior distribution. Additionally, the course will introduce credible regions, Bayesian comparisons of means and proportions, Bayesian regression and inference using multiple models, and discussion of Bayesian prediction.
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ベイズ統計
デューク大学（Duke University）このコースについて
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- Bayesian Statistics
- Bayesian Linear Regression
- Bayesian Inference
- R Programming
貴社では、従業員に需要のあるスキルを訓練させることによって利益を得ることができるでしょうか？
Coursera for Businessを試す
シラバス - 本コースの学習内容
About the Specialization and the Course
The Basics of Bayesian Statistics
Bayesian Inference
Decision Making
Bayesian Regression
レビュー
- 5 stars45.09%
- 4 stars20.63%
- 3 stars14.52%
- 2 stars9.17%
- 1 star10.57%
ベイズ統計 からの人気レビュー
Week 3 was too much information too soon, but week 4 was great again like the other courses in this specialisation. Learned so much, thanks!
I wanted to tools for Bayesian Statistics to be as functional as the other tools available. No problem with the class. I think the material will get there for R.
I like this course a lot. Explanations are clear and much of the (unnecessarily heavyweight) maths is glossed over. I particularly liked the sections on Bayesian model selection.
Great course. Difficult to apprehend sometimes as the Frequentist paradigm is learned first but once you get it, it is really amazing to see the believe update in action with data.
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学資援助はありますか？
What background knowledge is necessary?
Will I receive a transcript from Duke University for completing this course?
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