Using Python for Introductory Econometrics

Heiss, Florian

/ ISBN 13: 9798648436763

Verlag: Independently published, 2020

Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Bestandsnummer des Verkäufers M0B08924H17Y-V

Inhaltsangabe:

• 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

Bibliografische Details

Titel: Using Python for Introductory Econometrics
Verlag: Independently published
Erscheinungsdatum: 2020
Einband: Softcover
Zustand: very good