Stata Courses and Certifications

Packt

120 Quick Stata Tips

Apply 120 Stata tips: build code books and publication-quality tables, bootstrap and constrained regressions, debug loops and ado files, and customize histograms and violin plots.

• Coursera
• 6 weeks, 1 hour a week
• Self-Paced
• Paid Course

Stata统计软件在实证研究中的应用

以Stata为核心，学习从数据建库、可视化到回归与因子分析的实证研究流程。

• XuetangX
• Self-Paced
• Free Online Course

Packt

The STATA OMNIBUS: Regression and Modelling with STATA

1 rating

Master regression in STATA: fit OLS models under Gauss-Markov assumptions, estimate logit, probit, count, panel, survival and instrumental variable models, and handle multicollinearity and missing data.

• Coursera
• 21 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Data Visualization in Stata

Create and interpret histograms, density plots, bar and pie charts, scatter, heat, contour and bubble plots in Stata for single- and multi-variable data.

• Coursera
• 6 weeks, 2 hours a week
• Self-Paced
• Paid Course

Foundations of Statistical Analysis with Stata

Learn statistical reasoning and run analyses in Stata: enter and manage data, produce descriptive statistics, and fit simple and multiple OLS regression models.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

Career Certificate

Applied Statistics Using Stata

Learn statistical analysis in Stata: data management, regression diagnostics and interaction effects, logistic and survival models, multilevel, panel and time-series modeling, plus reproducible reporting.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Advanced Statistical Modeling and Programming with Stata

Model hierarchical, panel, and time-series data in Stata: fit multilevel and fixed-effects models, ARIMA and VAR, factor analysis and SEM, and automate reports with macros and dyndoc.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Applied Regression Techniques and Diagnostics in Stata

Apply dummy-variable and interaction regression in Stata, diagnose multicollinearity and non-linearity, and model outcomes with logistic regression and survival analysis.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Multinomial Regression Model - Part III: Empirical Estimation and STATA Application

Estimate a bivariate logit model empirically and apply the estimation in Stata.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Instrumental Variable Estimation: STATA Application of 2SLS - Part 8

A Stata demonstration of instrumental-variable estimation using two-stage least squares.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Instrumental Variable Estimation: STATA Application of IV Using 2SLS - Part 9

Applies instrumental variable estimation with two-stage least squares in Stata.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Dynamic Panel Data Model: Lag Sensitivity and STATA Application - Part 16

Examines how lag choice affects a dynamic panel data model, with an applied implementation in Stata.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Introduction to Econometrics

Formulate econometric models and test causal relationships using regression, impact evaluation, and Stata.

• YouTube
• 1 day 8 hours
• Self-Paced
• Free Video

IIT Roorkee;  NPTEL

Handling Large-Scale Unit Level Data using STATA

1 rating

Learn to prepare and analyze large-scale unit-level, qualitative, and panel data in Stata using real-world datasets, regression, and statistical models.

• Swayam
• 8 weeks
• No Longer Offered
• Free Online Course

NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part II

Explore pooled data characteristics and estimate a pooled OLS model in Stata.

• YouTube
• 41 minutes
• Self-Paced
• Free Video