Stata: Beginner to Advanced Training Course

Description

Overview

Stata is an open source general-purpose software package written in C. With Stata, users can analyze large data sets for use cases such as economics, sociology, biomedicine, etc.

This instructor-led, live training (online or onsite) is aimed at data analysts who wish to analyze large data sets with Stata.

By the end of this training, participants will be able to:

  • Create statistic models for predicting key interest variables and events.
  • Generate descriptive visualizations, summary tables, frequencies, and more.
  • Manage and structure large databases, ready for data analysis.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.

Online Price per participant: 203240236 VND

Workday courses take place between 09:30 and 16:30
 

Duration : 14 hours (usually 2 days including breaks)

Requirements

  • A basic understanding of data science

Audience

  • Data Analysts

Course Outline

Introduction

Stata and Big Data

  • What is Stata?
  • Stata syntax and commands

Preparing the Development Environment

  • Installing and configuring Stata

Databases and Data

  • Opening and clearing databases
  • Compressing databases
  • Importing and exporting databases
  • Viewing, describing, and summarizing raw data
  • Using tabulations and tables
  • Working with distributional analysis
  • Implementing variables for data manipulation
  • Saving data
  • Working with commands

Graphing in Strata

  • Using plots, charts, and graphs
  • Working with distributional analysis in graphing
  • Styling and combining graphs

Statistics and Regression

  • Using bivariate correlation and regression
  • Working with OLS regression, logits, and probits
  • Using interactive effects in regression models

Summary and Conclusion

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NobleProg Limited
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