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Reasoning with data : an introduction to traditional and Bayesian statistics using R
- 자료유형
- 전자책
- n985106063
- ISBN
- 9781462530298 (electronic bk.)
- ISBN
- 146253029X (electronic bk.)
- ISBN
- 9781462530267
- ISBN
- 1462530265
- ISBN
- 9781462530274
- ISBN
- 1462530273
- 미국회청구기호
- QA279.5-.S745 2017eb
- DDC
- 519.50285/53-23
- 소장사항
-
MAIN
- 저자명
- Stanton, Jeffrey M. , 1961-
- 서명/저자
- Reasoning with data : an introduction to traditional and Bayesian statistics using R / Jeffrey M. Stanton
- 형태사항
- 1 online resource.
- 서지주기
- Includes bibliographical references and index.
- 초록/해제
- 요약 :Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are. It provides step-by-step guidance for using both classical (frequentist) and Bayesian approaches to inference. Statistical techniques covered side by side from both frequentist and Bayesian approaches include hypothesis testing, replication, analysis of variance, calculation of effect sizes, regression, time series analysis, and more. Students also get a complete introduction to the open-source R programming language and its key packages. Throughout the text, simple commands in R demonstrate essential data analysis skills using real-data examples. The companion website provides annotated R code for the book's examples, in-class exercises, supplemental reading lists, and links to online videos, interactive materials, and other resources.--해제 :Provided by Publisher.
- 일반주제명
- Mathematical statistics.
- 일반주제명
- MATHEMATICS / Applied
- 일반주제명
- Statistics as Topic.
- 일반주제명
- Bayes Theorem.
- 기타형태저록
- Print versionStanton, Jeffrey M., 1961- Reasoning with data. New York : The Guilford Press, [2017] 9781462530267 (DLC) 2017004984 (OCoLC)960845674
- 전자적 위치 및 접속
- 링크정보보기
- Control Number
- yscl:140266
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