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Insights from data with R : an introduction for the life and environmental sciences / [electronic resource]
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Petchey, Owen L., author. Beckerman, Andrew P., author. Cooper, Natalie, (Life scientist), author. Childs, Dylan Z., author. |
| 서명/저자사항 | Insights from data with R :an introduction for the life and environmental sciences /Owen L. Petchey, Andrew P. Beckerman, Natalie Cooper, Dylan Z. Childs.[electronic resource] |
| 판사항 | First edition. |
| 발행사항 | Oxford : Oxford University Press, 2021. |
| 형태사항 | 1 online resource : illustrations, charts |
| 소장본 주기 | Master record variable field(s) change: 050, 650 |
| ISBN | 9780191884351 0191884359 9780192589736 0192589733 |
| 서지주기 | Includes bibliographical references and index. |
| 요약 | "Knowledge of how to get useful information from data is essential in the life and environmental sciences. This book provides learners with knowledge, experience, and confidence about how to efficiently and reliably discover useful information from data. The content is developed from first- and second-year undergraduate-level courses taught by the authors. It charts the journey from question, to raw data, to clean and tidy data, to visualizations that provide insights. This journey is presented as a repeatable workflow fit for use with many types of question, study, and data. Readers discover how to use R and RStudio, and learn key concepts for drawing appropriate conclusions from patterns in data. The book focuses on providing learners with a solid foundation of skills for working with data, and for getting useful information from data summaries and visualizations. It focuses on the strength of patterns (i.e. effect sizes) and their meaning (e.g. correlation or causation). It purposefully stays away from statistical tests and p-values. Concepts covered include distribution, sample, population, mean, median, mode, variance, standard deviation, correlation, interactions, and non-independence. The journey from data to insight is illustrated by one workflow demonstration in the book, and three online. Each involves data collected in a real study. Readers can follow along by downloading the data, and learning from the descriptions of each step in the journey from the raw data to visualizations that show the answers to the questions posed in the original studies"--Publisher's description. |
| 일반주제명 | Science -- Data processing. R (Computer program language) Mathematical statistics -- Data processing. Mathematical statistics -- Data processing. R (Computer program language) |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Petchey, Owen L.Insights from data with R.First edition.Oxford ; New York, NY : Oxford University Press, 20219780198849810 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2756968 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00020598 | 502.85 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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