Choosing the Right Statistical Method – Premium Track

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About Course

Choosing the Right Statistical Method – Premium Track is an advanced live online program designed for research scholars and professionals who want deeper statistical clarity and practical application skills.

Duration: 12 Weeks
Sessions per Week: 2 Core Live Classes
Additional: Advanced practice workshops
Mode: Live via Zoom
Batch Size: Limited to 25 participants

This track includes everything in the Basic program, plus:

• Advanced hypothesis testing concepts
• Assumption diagnostics
• Effect size and interpretation
• Two-Way ANOVA and ANCOVA
• Multiple regression analysis
• Introduction to mediation and moderation
• PCA overview
• Practical dataset analysis
• Personal feedback

Includes:
• Live interactive sessions
• PDF notes
• Practical datasets
• Project guidance
• Certificate of completion

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Course Content

Phase 1: Foundations
Week 1 Research Design & Statistical Thinking Variables & Model Framing Week 2 Data Types & Measurement Scales Matching Research Questions to Tests Week 3 Hypothesis Testing Framework Parametric vs Non-Parametric Assumptions Introduction

Phase 2: Core Statistical Tests
Week 4 t-test (Independent & Paired) Effect Size Interpretation Week 5 ANOVA (One-way, Two-way) Repeated Measures Week 6 Chi-Square Non-Parametric Alternatives

Phase 3: Relationship & Modeling
Week 7 Correlation Simple Regression Week 8 Multiple Regression Assumption Diagnostics Week 9 Logistic Regression Model Selection Strategy

Phase 4: Advanced Applications
Week 10 ANCOVA Introduction to Mediation & Moderation Week 11 PCA Overview Reliability Testing Week 12 Applied Dataset Analysis Mini Project Presentation Result Writing & Interpretation

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