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
經濟理論與經濟史
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
我的幸福練習曲﹝有聲書﹞
作者:許添盛、李宜懃
出版社:賽斯文化
出版日期:2020-05-01
66折: $ 726 
金石堂 - 今日66折
STEM的一天套書:科學、科技、工程、數學【配合108課綱,跨領域學習,培養自然科學和數理素養】
作者:安魯尼、南西迪克曼
出版社:五南圖書出版股份有限公司
出版日期:2020-05-28
66折: $ 845 
金石堂 - 今日66折
靈魂永生有聲書第2輯﹝2015年新版﹞
作者:許添盛主講
出版社:賽斯文化
出版日期:2015-10-12
66折: $ 660 
金石堂 - 今日66折
一百則旅行諺語,一百個你該旅行的理由
作者:田臨斌(老黑)
出版社:時報文化出版企業股份有限公司
出版日期:2021-10-12
66折: $ 277 
 
博客來 - 暢銷排行榜
我可能錯了:森林智者的最後一堂人生課
作者:比約恩.納提科.林德布勞 (Björn Natthiko Lindeblad, Caroline Bankler, Navid Modiri)
出版社:先覺
出版日期:2023-02-01
$ 355 
Taaze 讀冊生活 - 暢銷排行榜
Money錢 2月號/2025 第209期
出版社:創新書報股份有限公司
出版日期:2025-01-22
$ 115 
金石堂 - 暢銷排行榜
請注視深夜裡的我  特典版
作者:Luria
出版社:青文出版社股份有限公司
出版日期:2024-10-16
$ 153 
博客來 - 暢銷排行榜
請解開故事謎底 04
作者:花於景(雷雷夥伴)
出版社:魔豆文化
出版日期:2025-02-05
$ 150 
 
博客來 - 新書排行榜
α的新娘 共鳴戀情(04)特典版END
$ 142 
Taaze 讀冊生活 - 新書排行榜
同學會
作者:瑟巴斯提昂.費策克
出版社:商周出版
出版日期:2025-02-08
$ 400 
Taaze 讀冊生活 - 新書排行榜
妳好,陸彌(下)
作者:林不答
出版社:英屬維京群島商高寶國際有限公司台灣分公司
出版日期:2025-01-08
$ 238 
Taaze 讀冊生活 - 新書排行榜
2025【精選作文範例】國文(作文)[速成+歷年試題](不動產經紀人)
作者:高朋、尚榜
出版社:千華數位文化股份有限公司
出版日期:2025-01-30
$ 387 
 

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