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Using Python for Introductory Econometrics

Language EnglishEnglish
Book Paperback
Book Using Python for Introductory Econometrics Brunner Daniel Brunner
Libristo code: 36176525
Publishers Independently Published, May 2020
Introduces the popular, powerful and free programming language and software package Python Focus: i... Full description
? points 62 b
25.61 €
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  • Introduces the popular, powerful and free programming language and software package Python
  • 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

Topics:

  • A gentle introduction to Python
  • 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 using Jupyter Notebooks

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About the book

Full name Using Python for Introductory Econometrics
Author Brunner Daniel Brunner, Heiss Florian Heiss
Language English
Binding Book - Paperback
Date of issue 2020
Number of pages 430
EAN 9798648436763
ISBN 864843676Y
Libristo code 36176525
Publishers Independently Published
Weight 849
Dimensions 203 x 254 x 22

Categories

Economics, Finance, Business & Management > Economics > Econometrics & economic statistics
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