Using R for Introductory Econometrics (Paperback)
Florian Heiss
- 出版商: CreateSpace Independ
- 出版日期: 2016-02-05
- 售價: $1,311
- 貴賓價: 9.5 折 $1,245
- 語言: 英文
- 頁數: 354
- 裝訂: Paperback
- ISBN: 1523285133
- ISBN-13: 9781523285136
-
相關分類:
R 語言
立即出貨 (庫存 < 3)
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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