This book represents a fundamental rethinking of a calculus based first course in probability and statistics. We offer a breadth first approach, where the essentials of probability and statistics can be taught in one semester. The statistical programming language R plays a central role throughout the text through simulations, data wrangling, visualizations and statistical procedures. Data sets from a variety of sources, including many from recent, open source scientific articles, are used in examples and exercises. Demonstrations of important facts are given through simulations, with some formal mathematical proofs as well.阅读更多.
Probability, Statistics, and Data - A Fresh Approach Using R 中涵盖的技术和工具与 数据科学家 招聘广告中的要求最为相似。
