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Packt

120 Quick Stata Tips

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Recall essential Stata commands for data management and statistical analysis.

  • Interpret and apply statistical methods like bootstrapping and marginal effects.

  • Implement efficient techniques to create publication-ready tables and graphs.

  • Examine datasets to identify outliers and collinearity in polynomial variables.

Details to know

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Recently updated!

October 2024

Assessments

3 assignments

Taught in English

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There are 6 modules in this course

In this module, we will introduce the course, providing an overview of its objectives and structure. You'll gain insight into how mastering quick Stata tips can streamline your data analysis process. This sets the foundation for the more detailed sections ahead.

What's included

1 video1 reading

In this module, we will explore a range of data management techniques in Stata, from creating code books and variable labels to advanced tasks such as verifying data integrity and exporting results. You will learn how to efficiently handle variables, perform dataset comparisons, and format tables for publication, ensuring smooth data preparation for analysis.

What's included

35 videos

In this module, we will delve into various statistical operations in Stata, covering tasks like creating quick one-way and two-way tables, estimating constrained regressions, and computing immediate statistics. You'll learn how to perform advanced techniques such as bootstrapping regressions, handling missing values, and identifying outliers, all while improving the efficiency and accuracy of your statistical analyses.

What's included

22 videos1 assignment

In this module, we will cover programming essentials in Stata, from suppressing unwanted output and debugging error messages to adding custom ado folders and profiles. You'll learn how to optimize script execution, work with loops and non-integer values, and create custom outputs, helping you streamline your workflow and take full advantage of Stata's programming capabilities.

What's included

31 videos

In this module, we will explore graphing capabilities in Stata, focusing on creating and customizing various types of graphs, such as histograms, range plots, and violin plots. You'll learn to enhance your graphs with features like multiple axes, custom colors, and titles, as well as how to recover graph data and combine different graphical elements. These techniques will help you effectively present your data visually.

What's included

31 videos

In this module, we will provide a comprehensive Stata Cheat Sheet, compiling essential commands, tips, and shortcuts in a single, easily accessible resource. This sheet will serve as a quick reference guide, helping you recall and apply the most important Stata functions to streamline your workflow.

What's included

1 video2 assignments

Instructor

Packt - Course Instructors
Packt
375 Courses14,912 learners

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Packt

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