R for Health Data Science
暫譯: R 在健康數據科學中的應用

Harrison, Ewen, Pius, Riinu

  • 出版商: CRC
  • 出版日期: 2020-12-31
  • 售價: $8,100
  • 貴賓價: 9.5$7,695
  • 語言: 英文
  • 頁數: 344
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367428326
  • ISBN-13: 9780367428327
  • 相關分類: R 語言Data Science
  • 海外代購書籍(需單獨結帳)

商品描述

In this age of information, the manipulation, analysis, and interpretation of data have become a fundamental part of professional life; nowhere more so than in the delivery of healthcare. From the understanding of disease and the development of new treatments, to the diagnosis and management of individual patients, the use of data and technology is now an integral part of the business of healthcare. Those working in healthcare interact daily with data, often without realising it. The conversion of this avalanche of information to useful knowledge is essential for high-quality patient care.

R for Health Data Science includes everything a healthcare professional needs to go from R novice to R guru. By the end of this book, you will be taking a sophisticated approach to health data science with beautiful visualisations, elegant tables, and nuanced analyses.

Features

  • Provides an introduction to the fundamentals of R for healthcare professionals
  • Highlights the most popular statistical approaches to health data science
  • Written to be as accessible as possible with minimal mathematics
  • Emphasises the importance of truly understanding the underlying data through the use of plots
  • Includes numerous examples that can be adapted for your own data
  • Helps you create publishable documents and collaborate across teams

With this book, you are in safe hands - Prof. Harrison is a clinician and Dr. Pius is a data scientist, bringing 25 years' combined experience of using R at the coal face. This content has been taught to hundreds of individuals from a variety of backgrounds, from rank beginners to experts moving to R from other platforms.

商品描述(中文翻譯)

在這個資訊時代,數據的操作、分析和解釋已成為專業生活中的基本部分;尤其是在醫療保健的提供上更是如此。從對疾病的理解和新療法的開發,到對個別病人的診斷和管理,數據和技術的使用現在已成為醫療業務的不可或缺的一部分。從事醫療保健工作的人每天都在與數據互動,往往未曾意識到。將這股信息洪流轉化為有用的知識對於提供高品質的病人護理至關重要。

《R for Health Data Science》包含了醫療保健專業人員從 R 新手到 R 大師所需的一切。到本書結束時,您將以精緻的視覺化、優雅的表格和細緻的分析來採取對健康數據科學的高級方法。

特點:
- 提供醫療保健專業人員 R 基礎知識的介紹
- 突出健康數據科學中最受歡迎的統計方法
- 以盡可能易於理解的方式撰寫,數學內容最小化
- 強調通過使用圖表真正理解基礎數據的重要性
- 包含許多可以根據您自己的數據進行調整的範例
- 幫助您創建可發表的文件並在團隊之間協作

有了這本書,您將在安全的手中 - 哈里森教授是一位臨床醫生,而皮烏斯博士則是一位數據科學家,擁有 25 年的 R 實務經驗。這些內容已教授給來自各種背景的數百人,從初學者到從其他平台轉向 R 的專家。

作者簡介

Ewen is a surgeon and Riinu is a physicist. And they're both data scientists too. They dabble with a few programming languages and are generally all over technology. They are most enthusiastic about the R statistical programming
language and have a combined experience of 25 years using it. They work at the University of Edinburgh and have taught R to hundreds of healthcare professionals and researchers.

作者簡介(中文翻譯)

Ewen 是一名外科醫生,而 Riinu 是一名物理學家。他們同時也是數據科學家。他們涉獵幾種程式語言,並且對科技有廣泛的興趣。他們對 R 統計程式語言最為熱衷,並擁有共計 25 年的使用經驗。他們在愛丁堡大學工作,並已經教導數百名醫療專業人員和研究人員使用 R。