"The most time-consuming part of my master's thesis was actually data processing. Winsorizing, merging datasets, and generating variables on the platform all went smoothly—the time I saved was enough to write an extra chapter."
Core Features
Empirical analysis as easy as office software
No installers, no command line, no debugging errors
Upload Your Data and Start Right Away
Supports CSV, Excel, and Stata DTA formats. Variable types are detected automatically—no manual declaration needed.
- Drag-and-drop upload, parsed in seconds
- Automatically detects numeric and categorical variables
- Data preview with missing value alerts
Point-and-Click Variables, Automatic Modeling
Select dependent variables, independent variables, and controls with the mouse, and the system completes the regression automatically.
- Switch between OLS / Fixed Effects / Logit / Probit with one click
- Supports clustered and heteroskedasticity-robust standard errors
- Built-in Instrumental Variables, GMM, and Heckman Two-Step models
Journal-Grade Tables, Ready to Copy
Generates AER/QJE-style academic regression tables with significance stars and standard errors in parentheses, ready to paste into your paper.
- Merge multiple result columns (Append mode)
- Customize decimal places and parenthesis content
- One-click copy in HTML / Word format
Workspace Preview
One Interface for Your Entire Analysis
Use Cases
Who Uses STATAU?
Theses & Dissertations
Master's and PhD students quickly finish empirical chapters and export regression tables ready for their theses.
Research Projects
University faculty and researchers working with panel data, instrumental variables, and causal inference models.
Coursework
Undergraduate and master's students completing econometrics coursework without learning Stata commands.
Testimonials
Feedback from Researchers
"I ran the same dataset in STATAU and my local Stata—the coefficients, standard errors, and significance stars all matched, so I felt confident putting the results in our project report."
"This semester I had my students use STATAU for their coursework. I no longer spend two lectures on software installation and command syntax, and the empirical work handed in is much more standardized."
"For panel data regressions, the fixed effects, random effects, and Hausman test results are all on one page—no more switching back and forth between windows."
"I did the baseline regressions and robustness checks for my thesis on the platform. The exported three-line tables paste straight into Word—my advisor even asked what I used to format them."
"The interface lays out the model specification logic clearly, so students can focus on variable selection and interpreting results instead of memorizing command syntax."
"I have to update a batch of regression results before every weekly meeting. Now I upload the data and export the tables in minutes, with almost no manual formatting needed."
"The weak-instrument and overidentification tests for IV regression are all included in the output—more thorough than the do-files I put together myself."
"Our research group now has students run preliminary results on this platform first and go deeper only after confirming the model specification—the cost of trial and error has dropped a lot."
"I started empirical analysis from scratch in my sophomore year. Following the on-page prompts step by step to pick variables and models, I got the highest score in my class for the empirical part of the term paper."
"My provincial panel dataset has tens of thousands of observations. Uploading and processing are smooth, and heterogeneity analysis plus robustness checks are done in one pass."
"The Heckman two-stage selection and outcome equations are listed separately, and the inverse Mills ratio test is given directly—it saved me a lot of work when writing my paper."
"The whole flow from uploading data to exporting results has no sticking points. I recommend it to students new to empirical research—basically no separate training needed."
"Marginal effects for Logit models are computed and listed right in the results table, so I no longer have to explain on the spot how to convert coefficients into probabilities when reporting to the investment committee."
"The time series analysis includes ADF tests and AR root plots. When my paper came back for revision, the reviewers raised no questions about the econometrics."
"After more than a decade with Stata, I found this platform's output tables look almost identical—there was basically no learning curve to migrate."
"I used to think empirical analysis had a high barrier to entry. After using it, I found that once you understand the principles behind the models, the operation is actually simple."
"The DID parallel-trend plot and placebo test are generated in one pass. My journal submission went straight through review without any requests for additional materials."
Supported Models
Covering mainstream econometric methods
OLS Linear Regression
Logit Model
Probit Model
Instrumental Variables / 2SLS
IV-GMM
Heckman Two-Step
Mediation Effect
Heterogeneity Analysis
Descriptive Statistics
VIF Multicollinearity Test
Time Series Analysis
Workflow
Four Steps to Your Analysis
Upload Data
CSV / Excel / DTA
Configure Variables
Select Y / X / control variables
Run Model
OLS / FE / Logit / IV
Export Table
Copy and paste directly into your paper
Ready to start your empirical analysis?
Free to sign up. No installation required — just open your browser.
