購物比價找書網找車網
FindBook  
 有 1 項符合

Data Analytics for the Social Sciences: Applications in R

的圖書
Data Analytics for the Social Sciences: Applications in R Data Analytics for the Social Sciences: Applications in R

作者:Garson 
出版社:Routledge
出版日期:2021-11-30
語言:英文   規格:精裝 / 504頁 / 普通級/ 初版
圖書選購
型式價格供應商所屬目錄
 
$ 13200
博客來 博客來
超個人心理學
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:Data Analytics for the Social Sciences: Applications in R

內容簡介

Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data analytics for social science. It features applications in the R language, arguably the fastest growing and leading statistical tool for researchers.

The book starts with an ethics chapter on the uses and potential abuses of data analytics. Chapters 2 and 3 show how to implement a broad range of statistical procedures in R. Chapters 4 and 5 deal with regression and classification trees and with random forests. Chapter 6 deals with machine learning models and the "caret" package, which makes available to the researcher hundreds of models. Chapter 7 deals with neural network analysis, and Chapter 8 deals with network analysis and visualization of network data. A final chapter treats text analysis, including web scraping, comparative word frequency tables, word clouds, word maps, sentiment analysis, topic analysis, and more. All empirical chapters have two "Quick Start" exercises designed to allow quick immersion in chapter topics, followed by "In Depth" coverage. Data are available for all examples and runnable R code is provided in a "Command Summary". An appendix provides an extended tutorial on R and RStudio. Almost 30 online supplements provide information for the complete book, "books within the book" on a variety of topics, such as agent-based modeling.

Rather than focusing on equations, derivations, and proofs, this book emphasizes hands-on obtaining of output for various social science models and how to interpret the output. It is suitable for all advanced level undergraduate and graduate students learning statistical data analysis.

 

作者簡介

G. David Garson teaches advanced research methodology in the School of Public and International Affairs, North Carolina State University, USA. Founder and longtime emeritus editor of the Social Science Computer Review, he is president of Statistical Associates Publishing, which provides free digital texts worldwide. His degrees are from Princeton University (BA, 1965) and Harvard University (PhD, 1969).

 

詳細資料

  • ISBN:9780367624293
  • 規格:精裝 / 504頁 / 普通級 / 初版
  • 出版地:英國
贊助商廣告
 
金石堂 - 今日66折
i室設圈│漂亮家居02:究極。米其林餐飲空間新顯學
作者:i室設圈漂亮家居編輯部
出版社:麥浩斯資訊股份有限公司
出版日期:2023-07-15
66折: $ 329 
金石堂 - 今日66折
教父級精品咖啡聖經:氣候變遷之下,從選豆到萃取的全新賞味細節,掌握未來咖啡的品飲門道
作者:堀口俊英
出版社:幸福文化
出版日期:2024-09-11
66折: $ 370 
金石堂 - 今日66折
反抗的意志:1977-1979美麗島民主運動影像史
作者:財團法人施明德文化基金會
出版社:時報文化出版企業股份有限公司
出版日期:2014-12-07
66折: $ 277 
 
金石堂 - 暢銷排行榜
迷戀於吠叫之犬(全)特典版
作者:那梧なゆた
出版社:青文出版社股份有限公司
出版日期:2025-01-09
$ 153 
博客來 - 暢銷排行榜
魔法抱抱【情緒管理】(理解並安撫孩子的壞情緒)
作者:郭飛飛
出版社:和平國際
出版日期:2023-01-01
$ 196 
金石堂 - 暢銷排行榜
既然你都這麼說了我就抱你吧(02)
作者:にやま
出版社:尖端漫畫
出版日期:2025-05-23
$ 136 
博客來 - 暢銷排行榜
誰叫她今天不在身邊 4 (首刷限定版)
出版日期:2025-05-05
$ 144 
 
Taaze 讀冊生活 - 新書排行榜
有時
作者:徐仰聖
出版社:華品文創
出版日期:2025-04-07
$ 210 
金石堂 - 新書排行榜
伊谷納多的新娘(01)特典版
作者:もりもより
出版社:青文出版社股份有限公司
出版日期:2025-05-28
$ 142 
Taaze 讀冊生活 - 新書排行榜
【當和尚遇到鑽石3】瑜伽真的有用嗎?──用《瑜伽經》療癒自己和他人
作者:麥可.羅區格西
出版社:橡樹林
出版日期:2025-05-24
$ 360 
Taaze 讀冊生活 - 新書排行榜
暫坐
作者:賈平凹
出版社:華品文創
出版日期:2025-05-01
$ 462 
 

©2025 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策