購物比價找書網找車網
FindBook  
 有 1 項符合

Quantitative Economics with R: A Data Science Approach

的圖書
Quantitative Economics with R: A Data Science Approach Quantitative Economics with R: A Data Science Approach

作者:DayalVikra 
出版社:Springer
出版日期:2020-02-04
語言:英文   規格:精裝 / 347頁 / 普通級 / 初版
圖書選購
型式價格供應商所屬目錄
 
$ 7199
博客來 博客來
企管理論與實務
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:Quantitative Economics with R: A Data Science Approach
 

This book provides a contemporary treatment of quantitative economics, with a focus on data science. The book introduces the reader to R and RStudio, and uses expert Hadley Wickham's tidyverse package for different parts of the data analysis workflow. After a gentle introduction to R code, the reader's R skills are gradually honed, with the help of "your turn" exercises.

At the heart of data science is data, and the book equips the reader to import and wrangle data, (including network data). Very early on, the reader will begin using the popular ggplot2 package for visualizing data, even making basic maps. The use of R in understanding functions, simulating difference equations, and carrying out matrix operations is also covered. The book uses Monte Carlo simulation to understand probability and statistical inference, and the bootstrap is introduced. Causal inference is illuminated using simulation, data graphs, and R code for applications with real economic examples, covering experiments, matching, regression discontinuity, difference-in-difference, and instrumental variables. The interplay of growth related data and models is presented, before the book introduces the reader to time series data analysis with graphs, simulation, and examples. Lastly, two computationally intensive methods--generalized additive models and random forests (an important and versatile machine learning method)--are introduced intuitively with applications.

The book will be of great interest to economists--students, teachers, and researchers alike--who want to learn R. It will help economics students gain an intuitive appreciation of applied economics and enjoy engaging with the material actively, while also equipping them with key data science skills.

 

作者簡介

Vikram Dayal is a Professor at the Institute of Economic Growth, Delhi. He has been using the R software in teaching quantitative economics to diverse audiences, and is the author of the Springer Brief titled An Introduction to R for Quantitative Economics: Graphing, Simulating and Computing. He has published research on a range of environmental and developmental issues, from outdoor and indoor air pollution in Goa, India, to tigers and Prosopis juliflora in Ranthambore National Park. He studied economics in India and the USA, and received his doctoral degree from the Delhi School of Economics, University of Delhi.


 

詳細資料

  • ISBN:9789811520341
  • 規格:精裝 / 347頁 / 普通級 / 初版
  • 出版地:美國
贊助商廣告
 
金石堂 - 今日66折
早期課1有聲書第3輯
作者:許添盛
出版社:賽斯文化
出版日期:2020-12-11
66折: $ 660 
金石堂 - 今日66折
個人實相的本質有聲書第6輯﹝新版﹞
作者:許添盛主講
出版社:賽斯文化
出版日期:2016-04-01
66折: $ 660 
金石堂 - 今日66折
高中生延伸教材最愛的參考讀物套書(3冊):《沒被抓到也算作弊嗎?》、《哲學大師寫給每個人的政治思考課》、《親愛的孔子老師》
作者:布魯斯.韋恩斯坦
出版社:漫遊者
出版日期:2020-08-03
66折: $ 614 
 
博客來 - 暢銷排行榜
以貓貓之軀,讓宇宙完整
出版日期:2025-01-22
$ 276 
Taaze 讀冊生活 - 暢銷排行榜
經理人特刊—超實用心理學法則(熱銷再版)
出版社:巨思文化股份有限公司
出版日期:2022-11-14
$ 89 
金石堂 - 暢銷排行榜
凡塵的小叮嚀:小語篇篇
作者:盧勝彥
出版社:財團法人真佛般若藏文教基金會
出版日期:2025-01-20
$ 205 
Taaze 讀冊生活 - 暢銷排行榜
被討厭的勇氣:自我啟發之父「阿德勒」的教導
作者:岸見一郎、古賀史健
出版社:究竟出版
出版日期:2014-10-30
$ 237 
 
Taaze 讀冊生活 - 新書排行榜
山野花香(1)
作者:清風九度
出版社:北京億森同創文化
出版日期:2025-01-17
$ 59 
Taaze 讀冊生活 - 新書排行榜
山野花香(5)
作者:清風九度
出版社:北京億森同創文化
出版日期:2025-01-17
$ 59 
Taaze 讀冊生活 - 新書排行榜
山野花香(9)
作者:清風九度
出版社:北京億森同創文化
出版日期:2025-01-17
$ 295 
金石堂 - 新書排行榜
落雷擊中邱比特 追擊 新裝版(全)
作者:鈴丸みんた
出版社:尖端漫畫
出版日期:2024-12-27
$ 144 
 

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