Description
The STATA OMNIBUS: Regression and Modeling with STATA, vol Regression and data modeling training in Stata is published by Udemy Academy. Learn everything you need to know about linear regression, nonlinear regression, regression modeling, and STATA in one package. Learning and applying new statistical techniques can often be a daunting experience. This course will focus on the concept of linear regression and non-linear regression. This course explains what regression is and how linear and non-linear regression work. This course examines how ordinary regression and Logit and Probit models work. You do this without any complicated equations or math. The focus of this course is on the application and interpretation of regression. Learning in this course is accompanied by beautiful graphics that show special statistical concepts with special appeal.
No prior knowledge is required and this course is for individuals who require quantitative analysis. Understanding how regression analysis works is only half the battle. There are many pitfalls to avoid and tricks to learn when modeling data in a regression environment. Often, collecting these items requires years of experience. In these sessions, we explore some of the most common modeling issues, such as what the theory behind them is, what they do, and how we can tackle them.
What you will learn
- The theory behind linear and non-linear regression analysis.
- Familiarity with regression terms
- Assumptions and Requirements of Ordinary Least Squares (OLS) Regression
- Easy interpretation and analysis of regression output from ordinary least squares
- Learning and understanding how Logit and Probit models work
- Familiarity with tips and tricks about non-linear regression analysis
- Practical examples in Stata
- Tips for building regression models
- introduction to Stata
- Data manipulation in Stata
- Data visualization in Stata
- Data analysis in Stata
- Regression modeling in Stata
- Simulation in Stata
- Survival analysis
- data analysis
- Categorical data analysis
- Panel data analysis
- Epidemiology
- Instrumental variables
- Power analysis
- Difference in differences method
Who is this course suitable for?
- Students working with data and quantities
- People who want to work with Stata
- People who want to understand regression easily
- Business managers who use quantitative evidence
- Those who work in the field of economics
Course specifications The STATA OMNIBUS: Regression and Modeling with STATA
- Publisher: Udemy
- teacher : F. Buscha
- English language
- Education level: introductory
- Number of courses: 165
- Training duration: 19 hours and 23 minutes
Head of the course chapters on 2022-11
Course prerequisites
- There are no requirements except curiosity
Pictures
Sample video
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
4.08 GB
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