Using Python for Introductory Econometrics

Name: Using Python for Introductory Econometrics
Brand: Independently Published
SKU: 9798648436763
Price: 24.78 EUR
Availability: InStock

Автор: Brunner Daniel Brunner, Heiss Florian Heiss

Език:

Корици: С меки корици

Издател: Independently Published

Наличност: Външен склад

Изпращаме след 9-15 дни

24.78 € 48.47 лв

Introduces the popular, powerful and free programming language and software package Python Focus: i...

Информация за книгата

Автор

Brunner Daniel Brunner, Heiss Florian Heiss

Език

Английски език

Корици

Книга - С меки корици

Издадена

2020

страници

430

EAN

9798648436763

ISBN

864843676Y

Enbook ID

36176525

Издател

Independently Published

Теглоt

849

Размери

203 x 254 x 22

Пълно описание

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