Statistics and Data Visualization Using R: The Art and Practice of Data Analysis
暫譯: 使用 R 進行統計與數據視覺化:數據分析的藝術與實踐
Brown, David S.
- 出版商: SAGE Publications
- 出版日期: 2021-09-22
- 售價: $8,170
- 貴賓價: 9.5 折 $7,762
- 語言: 英文
- 頁數: 616
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1544333862
- ISBN-13: 9781544333861
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相關分類:
R 語言、Data Science、機率統計學 Probability-and-statistics、Data-visualization
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相關翻譯:
R統計與數據可視化:社會科學數據分析實踐(全彩) (簡中版)
相關主題
商品描述
Designed to introduce students to quantitative methods in a way that can be applied to all kinds of data in all kinds of situations, Statistics and Data Visualization Using R: The Art and Practice of Data Analysis by David S. Brown teaches students statistics through charts, graphs, and displays of data that help students develop intuition around statistics as well as data visualization skills. By focusing on the visual nature of statistics instead of mathematical proofs and derivations, students can see the relationships between variables that are the foundation of quantitative analysis. Using the latest tools in R and R RStudio(R) for calculations and data visualization, students learn valuable skills they can take with them into a variety of future careers in the public sector, the private sector, or academia. Starting at the most basic introduction to data and going through most crucial statistical methods, this introductory textbook quickly gets students new to statistics up to speed running analyses and interpreting data from social science research.
商品描述(中文翻譯)
《使用 R 的統計與資料視覺化:資料分析的藝術與實踐》由 David S. Brown 所著,旨在以可應用於各種數據和情境的方式向學生介紹定量方法。這本書通過圖表、圖形和數據展示教導學生統計學,幫助他們培養對統計學的直覺以及資料視覺化技能。書中專注於統計的視覺特性,而非數學證明和推導,使學生能夠看到變數之間的關係,這是定量分析的基礎。學生使用最新的 R 和 R RStudio(R) 工具進行計算和資料視覺化,學習到的寶貴技能可以應用於未來在公共部門、私營部門或學術界的各種職業。這本入門教科書從最基本的數據介紹開始,涵蓋了最重要的統計方法,迅速讓對統計學不熟悉的學生掌握分析和解釋社會科學研究數據的能力。