Using R for Introductory Econometrics (Paperback)
Florian Heiss
- 出版商: CreateSpace Independ
- 出版日期: 2016-02-05
- 售價: $1,100
- 貴賓價: 9.5 折 $1,045
- 語言: 英文
- 頁數: 354
- 裝訂: Paperback
- ISBN: 1523285133
- ISBN-13: 9781523285136
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相關分類:
R 語言
立即出貨 (庫存 < 3)
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相關主題
商品描述
- Introduces the popular, powerful and free programming language and software package R
- Focus: implementation of standard tools and methods used in econometrics
- Compatible with "Introductory Econometrics" by Jeffrey M. Wooldridge in terms of topics, organization, terminology and notation
- Companion website with full text, all code for download and other goodies
Praise:
- "A very nice resource for those wanting to use R in their introductory econometrics courses." (Jeffrey M. Wooldridge)
- Using R for Introductory Econometrics is a fabulous modern resource. I know I'm going to be using it with my students, and I recommend it to anyone who wants to learn about econometrics and R at the same time." (David E. Giles in his blog "Econometrics Beat")
Topics:
- A gentle introduction to R
- Simple and multiple regression in matrix form and using black box routines
- Inference in small samples and asymptotics
- Monte Carlo simulations
- Heteroscedasticity
- Time series regression
- Pooled cross-sections and panel data
- Instrumental variables and two-stage least squares
- Simultaneous equation models
- Limited dependent variables: binary, count data, censoring, truncation, and sample selection
- Formatted reports and research papers combining R with R Markdown or LaTeX
商品描述(中文翻譯)
-
介紹了流行、強大且免費的程式語言和軟體套件 R -
重點: 實施在計量經濟學中常用的工具和方法 - 在主題、組織、術語和符號方面與Jeffrey M. Wooldridge的《入門計量經濟學》相容
- 附帶網站,提供完整的文字內容、所有程式碼下載和其他好康
讚譽:
- 「對於想在入門計量經濟學課程中使用R的人來說,這是一個非常好的資源。」(Jeffrey M. Wooldridge)
- 「使用R進行入門計量經濟學是一個絕妙的現代資源。我知道我將與我的學生一起使用它,並且我推薦給任何想同時學習計量經濟學和R的人。」(David E. Giles在他的博客「Econometrics Beat」中)
主題:
- 對R的簡單介紹
- 矩陣形式和使用黑盒子程式的簡單和多元迴歸
- 小樣本推論和漸近理論
- 蒙地卡羅模擬
- 異方差性
- 時間序列迴歸
- 集體橫斷面和面板資料
- 儀器變數和雙階最小平方法
- 同時方程模型
- 有限依變數:二元、計數資料、截斷、修剪和樣本選擇
- 使用R Markdown或LaTeX製作格式化報告和研究論文