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Bayesian statistics the fun way /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Bayesian statistics the fun way /Will Kurt.
作者:	Kurt, Will,
面頁冊數:	1 online resource (xxii, 236 pages) :illustrations
附註:	Includes index.
標題:	Bayesian statistical decision theory.
電子資源:	https://www.overdrive.com/search?q=04B66BD9-2D9F-4E2D-B0CD-142038EA8849
電子資源:	https://rbdigital.rbdigital.com
電子資源:	http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1909013
電子資源:	https://samples.overdrive.com/?crid=04b66bd9-2d9f-4e2d-b0cd-142038ea8849&.epub-sample.overdrive.com
電子資源:	https://img1.od-cdn.com/ImageType-100/0111-1/{04B66BD9-2D9F-4E2D-B0CD-142038EA8849}Img100.jpg
電子資源:	https://learning.oreilly.com/library/view/~/9781098122492/?ar?orpq&email=^u
ISBN:	1593279574

Bayesian statistics the fun way /
Kurt, Will,

Bayesian statistics the fun way /Will Kurt. - 1 online resource (xxii, 236 pages) :illustrations

Includes index.

Part 1. Introduction to probability. Bayesian thinking and everyday reasoning -- Measuring uncertainty -- The logic of uncertainty -- Creating a binomial probability distribution -- The beta distribution -- Part 2. Bayesian probability and prior probabilities. Conditional probability -- Bayes' theorem with LEGO -- The prior, likelihood, and posterior of Bayes' theorem -- Bayesian priors and working with probability distributions -- Part 3. Parameter estimation. Introduction to averaging and parameter estimation -- Measuring the spread of our data -- The normal distribution -- Tools of parameter estimation : the PDF, CDF, and Quantile function -- Parameter estimation with prior probabilities -- Part 4. Hypothesis testing: the heart of statistics. From parameter estimation to hypothesis testing : building a Bayesian A/B test -- Introduction to the Bayes factor and posterior odds : the competition of ideas -- Bayesian reasoning in the twilight zone -- When data doesn't convince you -- From hypothesis testing to parameter estimation -- Appendix A: A quick introduction to R -- Appendix B: Enough calculus to get by.

"An introduction to Bayesian statistics with simple and pop culture-based explanations. Topics covered include measuring your own uncertainty in a belief, applying Bayes' theorem, and calculating distributions"--

ISBN: 1593279574

Source: 04B66BD9-2D9F-4E2D-B0CD-142038EA8849OverDrive, Inc.http://www.overdrive.com

LCCN: 2019022412Subjects--Topical Terms:

182005
Bayesian statistical decision theory.

LC Class. No.: QA279.5

Dewey Class. No.: 519.5/42

Bayesian statistics the fun way /
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500 $a Includes index.
505 0 $a Part 1. Introduction to probability. Bayesian thinking and everyday reasoning -- Measuring uncertainty -- The logic of uncertainty -- Creating a binomial probability distribution -- The beta distribution -- Part 2. Bayesian probability and prior probabilities. Conditional probability -- Bayes' theorem with LEGO -- The prior, likelihood, and posterior of Bayes' theorem -- Bayesian priors and working with probability distributions -- Part 3. Parameter estimation. Introduction to averaging and parameter estimation -- Measuring the spread of our data -- The normal distribution -- Tools of parameter estimation : the PDF, CDF, and Quantile function -- Parameter estimation with prior probabilities -- Part 4. Hypothesis testing: the heart of statistics. From parameter estimation to hypothesis testing : building a Bayesian A/B test -- Introduction to the Bayes factor and posterior odds : the competition of ideas -- Bayesian reasoning in the twilight zone -- When data doesn't convince you -- From hypothesis testing to parameter estimation -- Appendix A: A quick introduction to R -- Appendix B: Enough calculus to get by.
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650 0 $a Probabilities. $3 182046
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https://www.overdrive.com/search?q=04B66BD9-2D9F-4E2D-B0CD-142038EA8849
https://rbdigital.rbdigital.com
http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1909013
https://samples.overdrive.com/?crid=04b66bd9-2d9f-4e2d-b0cd-142038ea8849&.epub-sample.overdrive.com
https://img1.od-cdn.com/ImageType-100/0111-1/{04B66BD9-2D9F-4E2D-B0CD-142038EA8849}Img100.jpg
https://learning.oreilly.com/library/view/~/9781098122492/?ar?orpq&email=^u

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