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Reasoning with data : an introduction to traditional and Bayesian statistics using R
Reasoning with data  : an introduction to traditional and Bayesian statistics using R / Je...
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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  
Bayesian statistical decision theory Problems, exercises, etc
일반주제명  
Bayesian statistical decision theory Data processing
일반주제명  
Mathematical statistics Problems, exercises, etc
일반주제명  
Mathematical statistics Data processing
일반주제명  
R (Computer program language)
일반주제명  
Bayesian statistical decision theory.
일반주제명  
Bayesian statistical decision theory Data processing.
일반주제명  
Mathematical statistics.
일반주제명  
Mathematical statistics Data processing.
일반주제명  
R (Computer program language)
일반주제명  
MATHEMATICS / Applied
일반주제명  
MATHEMATICS / Probability & Statistics / General
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  
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Control Number  
yscl:140266
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