A Handbook of Statistical Analyses using R, 3/e (Paperback)
暫譯: 使用 R 的統計分析手冊 (第三版)
Torsten Hothorn
- 出版商: CRC
- 出版日期: 2014-06-25
- 售價: $2,980
- 貴賓價: 9.5 折 $2,831
- 語言: 英文
- 頁數: 452
- 裝訂: Paperback
- ISBN: 1482204584
- ISBN-13: 9781482204582
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相關分類:
R 語言、機率統計學 Probability-and-statistics、Data Science
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商品描述
Like the best-selling first two editions, A Handbook of Statistical Analyses using R, Third Edition provides an up-to-date guide to data analysis using the R system for statistical computing. The book explains how to conduct a range of statistical analyses, from simple inference to recursive partitioning to cluster analysis.
New to the Third Edition
- Three new chapters on quantile regression, missing values, and Bayesian inference
- Extra material in the logistic regression chapter that describes a regression model for ordered categorical response variables
- Additional exercises
- More detailed explanations of R code
- New section in each chapter summarizing the results of the analyses
- Updated version of the HSAUR package (HSAUR3), which includes some slides that can be used in introductory statistics courses
Whether you’re a data analyst, scientist, or student, this handbook shows you how to easily use R to effectively evaluate your data. With numerous real-world examples, it emphasizes the practical application and interpretation of results.
商品描述(中文翻譯)
與暢銷的前兩版一樣，使用 R 的統計分析手冊，第三版 提供了使用 R 系統進行統計計算的最新數據分析指南。本書解釋了如何進行各種統計分析，從簡單的推論到遞歸分割再到聚類分析。
第三版的新內容
- 三個新章節，涵蓋分位數回歸、缺失值和貝葉斯推斷
- 邏輯回歸章節中增加了描述有序類別反應變數的回歸模型的額外材料
- 新增練習題
- 更詳細的 R 代碼解釋
- 每章新增總結分析結果的部分
- 更新版的 HSAUR 套件 (HSAUR3)，包含一些可用於入門統計課程的幻燈片
無論您是數據分析師、科學家還是學生，本手冊都展示了如何輕鬆使用 R 有效評估您的數據。通過眾多實際案例，它強調了結果的實際應用和解釋。
