An Introduction to Statistics and Data Analysis Using Stata®: From Research Design to Final Report by Lisa Daniels and Nicholas Minot is a comprehensive textbook designed to teach research methods, statistical concepts,
...
An Introduction to Statistics and Data Analysis Using Stata®: From Research Design to Final Report by Lisa Daniels and Nicholas Minot is a comprehensive textbook designed to teach research methods, statistical concepts, and data analysis using Stata. Published by SAGE Publications, this textbook bridges the gap between theoretical statistics and practical research application.
Core Structural Framework
The book structures data analysis sequentially into five core parts:
1. The Research Process and Data Collection: Walks readers through defining objectives, sample design, sampling weights, questionnaire construction, and data cleaning.
2. Describing Data: Details how to organize information using descriptive statistics and visual graphs.
3. Testing Hypotheses: Introduces core concepts of significance testing for one and two means, proportions, and associations.
4. Exploring Relationships: Delves into advanced modeling, including linear, logistic, and probit regressions.
5. Writing a Research Paper: Teaches readers how to document and present results for both academic and professional audiences.
Key Educational Features
• Dual Interface Teaching: Shows how to run tasks using both Stata's command syntax and the point-and-click menus.
• Conceptual Focus: Prioritizes the reasoning behind mathematical tests over complex algebraic derivations.
• Summary Tables: Begins chapters with a quick-reference chart containing hypotheses, test assumptions, and specific Stata code.
• Real-World Application: Incorporates real datasets from disciplines like business, public health, sociology, and economics
[Show More]
Preview 10 out of 393 pages
