The R Student Companion
暫譯: R 學生伴侶
Dennis, Brian
商品描述
R is the amazing, free, open-access software package for scientific graphs and calculations used by scientists worldwide. The R Student Companion is a student-oriented manual describing how to use R in high school and college science and mathematics courses. Written for beginners in scientific computation, the book assumes the reader has just some high school algebra and has no computer programming background. The author presents applications drawn from all sciences and social sciences and includes the most often used features of R in an appendix. In addition, each chapter provides a set of computational challenges: exercises in R calculations that are designed to be performed alone or in groups. Several of the chapters explore algebra concepts that are highly useful in scientific applications, such as quadratic equations, systems of linear equations, trigonometric functions, and exponential functions. Each chapter provides an instructional review of the algebra concept, followed by a hands-on guide to performing calculations and graphing in R. R is intuitive, even fun. Fantastic, publication-quality graphs of data, equations, or both can be produced with little effort. By integrating mathematical computation and scientific illustration early in a student�s development, R use can enhance one's understanding of even the most difficult scientific concepts. While R has gained a strong reputation as a package for statistical analysis, The R Student Companion approaches R more completely as a comprehensive tool for scientific computing and graphing.
商品描述(中文翻譯)
R 是一個驚人的、免費的、開放存取的科學圖形和計算軟體包,全球的科學家都在使用。《R 學生伴侶》是一本以學生為導向的手冊,描述如何在高中和大學的科學與數學課程中使用 R。這本書是為科學計算的初學者撰寫的,假設讀者僅具備一些高中代數知識,並且沒有電腦程式設計背景。作者提供了來自各科學和社會科學的應用案例,並在附錄中包含了 R 中最常用的功能。此外,每一章都提供了一組計算挑戰:設計用於單獨或小組進行的 R 計算練習。幾個章節探討了在科學應用中非常有用的代數概念,例如二次方程式、線性方程組、三角函數和指數函數。每一章都提供了代數概念的教學回顧,隨後是進行計算和在 R 中繪圖的實作指南。R 是直觀的,甚至是有趣的。只需少量努力,就能產生出出版品質的數據、方程式或兩者的精彩圖形。通過在學生的早期發展中整合數學計算和科學插圖,使用 R 可以增強對即使是最困難的科學概念的理解。雖然 R 在統計分析包中獲得了良好的聲譽,但《R 學生伴侶》更全面地將 R 視為一個科學計算和繪圖的綜合工具。