Another exquisit release
Packt.Modeling.Count.Data.using.Stata-XQZT
Title: Modeling Count Data using Stata
Publisher: Packt
Size: 1.1G (1137290534 B)
Files: 5F
Date: 03/31/2020
Course #: 9781800205611
Type: N/A
Published: 30 Mar 2020
Modified: N/A
URL: www.packtpub.com/data/modeling-count-data-using-stata-video
Author: N/A
Duration: 4 hours 40 minutes
Skill: N/A
Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
The course is divided into two parts. In the first part, you’ll be
introduced to the theory behind count models in an intuitive way
while keeping the math at a minimum. The course starts with an
overview of count tables, where you’ll learn how to calculate the
incidence rate ratio. You’ll get to grips with Poisson
regression and understand how to work with continuous, binary, and
categorical variables. As you advance, you’ll explore the
concept of overdispersion and how to address this issue using
negative binomial models. The course also covers other count
models such as truncated models and zero-inflated models.
In the
second part of the course, you’ll be able to apply what you have
learned using Stata. You’ll be taken through a large project
where you’ll fit the Poisson, negative binomial, and
zero-inflated models. Additionally, you’ll discover the tools used
to compare these models.
All the codes and supporting files for
this course are available at -