Statistics Applied with the R Commander: Data Analysis Is (Not) an Art
暫譯: 使用 R Commander 應用統計:數據分析不是藝術

Kronthaler, Franz

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商品描述

This book shows you how to analyze data sets systematically and to use the R Commander to extract information from data almost effortlessly. Both are (not) an art!

The statistical methods are presented and discussed using a single data set. This makes it clear how the methods build on each other and gradually more and more information can be extracted from the data. R and the R Commander functions used are explained in detail - the procedure can be easily transferred to other data sets. The book thus provides a simple introduction to professional and free statistical software.

Various didactic elements facilitate orientation and working with the book: At the checkpoints, the most important aspects from each chapter are briefly summarized. In the freak knowledge section, more advanced aspects are addressed to whet the appetite for more. All examples are calculated with hand and the R Commander. Numerous applications and solutions as well as further data sets are available on the author's internet platform.

This book is a translation of the original German 2nd edition Statistik angewandt mit dem R Commander by Franz Kronthaler, published by Springer-Verlag GmbH Germany, part of Springer Nature in 2021. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors.

商品描述(中文翻譯)

這本書教你如何系統性地分析數據集,並使用 R Commander 幾乎毫不費力地從數據中提取信息。這兩者都不是藝術!

統計方法是使用單一數據集來呈現和討論的。這使得方法之間的相互關聯變得清晰,並且可以逐漸從數據中提取越來越多的信息。書中詳細解釋了 R 及其使用的 R Commander 函數——這些程序可以輕鬆轉移到其他數據集。因此,這本書提供了一個專業且免費的統計軟體的簡單入門。

各種教學元素有助於讀者在書中進行定位和操作:在檢查點中,每章的最重要方面都被簡要總結。在進階知識部分,則涉及更高級的內容,以激發對更多知識的興趣。所有示例均使用手動計算和 R Commander 進行計算。作者的互聯網平台上提供了大量的應用和解決方案以及其他數據集。

這本書是原德文第二版《Statistik angewandt mit dem R Commander》的翻譯,作者為 Franz Kronthaler,由德國 Springer-Verlag GmbH 出版,屬於 Springer Nature,於 2021 年出版。翻譯是借助人工智慧(由 DeepL.com 提供的機器翻譯)完成的。隨後的人工修訂主要針對內容,因此這本書的風格將與傳統翻譯有所不同。Springer Nature 持續致力於推進書籍製作工具的發展及相關技術,以支持作者。

作者簡介

Prof. Dr. Franz Kronthaler is professor of economics and statistics at the University of Applied Sciences Graubünden FHGR. He has been working as an empirical economic researcher for more than 20 years, has conducted numerous research projects and published papers. For many years, he has been teaching students of various disciplines in applied statistics and the advanced methods of data analysis at Bachelor and Master level.

作者簡介(中文翻譯)

弗朗茲·克朗塔勒教授是格勞賓登應用科技大學(University of Applied Sciences Graubünden FHGR)經濟學與統計學的教授。他在實證經濟研究領域工作超過20年,參與了許多研究專案並發表了多篇論文。多年來,他在學士和碩士階段教授各個學科的學生應用統計學和進階數據分析方法。