Statistics and Data Visualization Using R: The Art and Practice of Data Analysis

Book Description

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® 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.

中文：

书名：使用R进行统计和数据可视化：数据分析的艺术与实践

旨在以一种可以应用于各种情况下的各种数据的方式，向学生介绍量化方法。使用R进行统计和数据可视化：数据分析的艺术与实践大卫·S·布朗教授学生统计学，通过图表、图表和数据显示，帮助学生培养对统计的直觉以及数据可视化技能。通过关注统计学的视觉本质，而不是数学证明和推导，学生可以看到变量之间的关系，这是定量分析的基础。使用R和R R Studio®中用于计算和数据可视化的最新工具，学生可以学习宝贵的技能，这些技能可以在未来的公共部门、私营部门或学术界的各种职业中使用。这本介绍性教科书从最基本的数据入门开始，通过最关键的统计方法，迅速让学生熟悉统计学，以加快运行分析和解释社会科学研究数据的速度。