Using R for Introductory Econometrics (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
356
Utgivningsdatum
2016-02-05
Förlag
Createspace Independent Publishing Platform
Illustrationer
Illustrations, black and white
Dimensioner
254 x 203 x 19 mm
Vikt
704 g
Antal komponenter
1
Komponenter
39:B&W 8 x 10 in or 254 x 203mm Perfect Bound on White w/Gloss Lam
ISBN
9781523285136

Using R for Introductory Econometrics

Häftad,  Engelska, 2016-02-05
303
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Note that the second edition is now available. It seems like a good idea to get that instead..
  • 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
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