Need to learn Stata? Our training page describes our in-person classes and our online curriculum you can work through on your own schedule.
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Data Wrangling
“Data Wrangling” is the process of preparing data for analysis, which includes importing, cleaning, recoding, restructuring, combining, and anything else that needs to be done before it can be analyzed. Data wrangling is a critical skill for quantitative research.
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Analysis
- Stata Regression Fundamentals
- Regression Diagnostics with Stata
- Tables in Stata
- Propensity Score Matching in Stata using teffects
- Multiple Imputation in Stata
- Exploring Regression Results using Margins
- Bootstrapping in Stata
- An Introduction to Mata
- Speeding up Multiple Imputation in Stata using Parallel Processing
- Making Predictions with Counter-Factual Data in Stata
- Stata Programming Tools
- Panel Models in Stata and R
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Stata for Students
These articles are designed for undergraduates taking social science statistics classes, but can be a useful reference for anyone.
- Stata for Students
- Introduction
- Where You Can Use Stata
- Managing Stata Files
- Doing Your Work Using Do Files
- Stata’s User Interface
- Stata Data Sets
- How Stata Commands Work
- Comments and Other Tools for Making Do Files Readable
- Creating Variables
- Using Graphs
- Reading Data from a Spreadsheet or CSV File
- Downloading Data from Qualtrics and Importing it into Stata
- Descriptive Statistics
- Graphs
- Means and Confidence Intervals
- t-tests
- Scatterplots
- Correlations
- Stata for Students