Description

The Essential Guide to Stata: Complete Stata Training for Data Analysis (2025 Updated)

Requirements

No prior knowledge required — this course is beginner-friendly.

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Course Description

[Updated with new 2025 audio lessons]

Unlock the full potential of Stata with this complete, hands-on training designed for beginners and data professionals. Whether you’re new to Stata or want to strengthen your existing skills, this course provides a step-by-step introduction to Stata’s powerful tools for modern data analytics.

You’ll learn how to clean, manage, visualize, and analyze data using Stata, while developing best practices for efficient coding, correct interpretation, and clear presentation of results. The course focuses on practical skills, using real datasets and real-world workflows instead of complex statistical theory.

By the end of this Stata course, you’ll feel confident handling professional analytical tasks across research, business, government, and academia.

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What You Will Learn

1. Stata Foundations

• Installation & setup

• Interface navigation

• Importing and exporting datasets

• Essential housekeeping commands

2. Data Management & Preparation

• Data cleaning & transformation

• Handling missing values

• Reshaping datasets (long and wide formats)

• Variable creation & labeling

3. Data Exploration & Visualization

• Descriptive statistics

• Summary tables

• High-quality charts and graphs

4. Core Statistical Techniques in Stata

• Correlation & ANOVA

• Regression Analysis (OLS, diagnostics, model building)

• Hypothesis Testing

5. Advanced Stata Modeling

• Binary Outcome Models: Logit, Probit

• Fractional Response Models

• Categorical Choice Models: Ordered Logit, Multinomial Logit

• Simulation Methods

• Count Data Models: Poisson, Negative Binomial

• Survival Analysis: Cox PH, parametric survival models

• Panel Data Analysis: Fixed/Random Effects, Hausman test

• Difference-in-Differences (DiD)

• Instrumental Variables (IV): Endogeneity, selection models, non-linear IV

6. Epidemiological Tools

• Cohort study tables

• Case-control & matched case-control analysis

7. Power & Sample Size Analysis

• Effect size

• Power calculations

• Sample size estimation

8. Matrix Operations in Stata

• Operators

• Functions

• Subscripts & matrix manipulation

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Who Is This Course For?

• Anyone wanting to learn Stata from scratch

• Economics, Politics, and Social Science students working with data

• Researchers and analysts in academia, corporate, or government roles

• Policy and government professionals handling large datasets

• Business managers using quantitative data for decision-making

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Prerequisites

• No previous Stata experience required

• Basic familiarity with statistics is helpful but not necessary

• Focus is on applying statistical methods in Stata, not memorizing theory

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Why This Course?

This Stata training is designed to take you from complete beginner to confident data analyst. With real-world examples, clear explanations, and practical projects, you’ll gain the skills needed to handle complex datasets and perform professional statistical analysis with ease.

Take the next step in your analytics journey—Master Stata and elevate your data analysis skills today!

Please Note: Files will be included in this purchase only Full Course Video & Course Resources. You will get cloud storage download link with life time download access.