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Daniel Brunner

Using Python for Introductory Econometrics

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Descripción

  • 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

Detalles

Formato Tapa suave
Número de Páginas 430
Lenguaje Inglés
Editorial Independently Published
Fecha de Publicación 2020-05-25
Dimensiones 10.0" x 8.0" x 0.87" pulgadas
Letra Grande No
Con Ilustraciones No

Garantía & Otros

Garantía30 dias por defectos de fabrica
Peso1.87lb
SKU9798648436763
Publicado en Unimart.com23-01-25
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